Dataset statistics
| Number of variables | 55 |
|---|---|
| Number of observations | 42350 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 75.3 MiB |
| Average record size in memory | 1.8 KiB |
Variable types
| Numeric | 28 |
|---|---|
| Categorical | 26 |
| Boolean | 1 |
int_rate has a high cardinality: 394 distinct values | High cardinality |
emp_title has a high cardinality: 30537 distinct values | High cardinality |
issue_d has a high cardinality: 55 distinct values | High cardinality |
desc has a high cardinality: 28833 distinct values | High cardinality |
title has a high cardinality: 21173 distinct values | High cardinality |
zip_code has a high cardinality: 836 distinct values | High cardinality |
earliest_cr_line has a high cardinality: 530 distinct values | High cardinality |
revol_util has a high cardinality: 1119 distinct values | High cardinality |
last_pymnt_d has a high cardinality: 112 distinct values | High cardinality |
last_credit_pull_d has a high cardinality: 133 distinct values | High cardinality |
loan_amnt is highly correlated with funded_amnt and 2 other fields | High correlation |
funded_amnt is highly correlated with loan_amnt and 3 other fields | High correlation |
funded_amnt_inv is highly correlated with loan_amnt and 2 other fields | High correlation |
installment is highly correlated with loan_amnt and 1 other fields | High correlation |
fico_range_low is highly correlated with fico_range_high | High correlation |
fico_range_high is highly correlated with fico_range_low | High correlation |
total_pymnt is highly correlated with funded_amnt and 2 other fields | High correlation |
total_pymnt_inv is highly correlated with funded_amnt_inv and 2 other fields | High correlation |
total_rec_prncp is highly correlated with total_pymnt and 1 other fields | High correlation |
grade_new is highly correlated with int_rate_new | High correlation |
int_rate_new is highly correlated with grade_new | High correlation |
grade is highly correlated with sub_grade | High correlation |
term_new is highly correlated with term | High correlation |
home_ownership_new is highly correlated with home_ownership | High correlation |
loan_status is highly correlated with loan_status_new | High correlation |
home_ownership is highly correlated with home_ownership_new | High correlation |
sub_grade is highly correlated with grade | High correlation |
verification_status_new is highly correlated with verification_status | High correlation |
loan_status_new is highly correlated with loan_status | High correlation |
term is highly correlated with term_new | High correlation |
verification_status is highly correlated with verification_status_new | High correlation |
annual_inc is highly skewed (γ1 = 29.09932812) | Skewed |
collection_recovery_fee is highly skewed (γ1 = 22.55504187) | Skewed |
Unnamed: 0 is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
delinq_2yrs has 37632 (88.9%) zeros | Zeros |
inq_last_6mths has 19606 (46.3%) zeros | Zeros |
pub_rec has 39984 (94.4%) zeros | Zeros |
revol_bal has 1028 (2.4%) zeros | Zeros |
total_rec_late_fee has 39972 (94.4%) zeros | Zeros |
recoveries has 36077 (85.2%) zeros | Zeros |
collection_recovery_fee has 38100 (90.0%) zeros | Zeros |
last_fico_range_low has 773 (1.8%) zeros | Zeros |
emp_length_new has 5017 (11.8%) zeros | Zeros |
Reproduction
| Analysis started | 2021-03-22 12:17:23.949546 |
|---|---|
| Analysis finished | 2021-03-22 12:19:34.403952 |
| Duration | 2 minutes and 10.45 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
| Distinct | 42350 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21230.35955 |
|---|---|
| Minimum | 0 |
| Maximum | 42514 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2118.45 |
| Q1 | 10606.25 |
| median | 21220.5 |
| Q3 | 31846.75 |
| 95-th percentile | 40364.55 |
| Maximum | 42514 |
| Range | 42514 |
| Interquartile range (IQR) | 21240.5 |
Descriptive statistics
| Standard deviation | 12266.4043 |
|---|---|
| Coefficient of variation (CV) | 0.577776569 |
| Kurtosis | -1.199107321 |
| Mean | 21230.35955 |
| Median Absolute Deviation (MAD) | 10620.5 |
| Skewness | 0.001894126477 |
| Sum | 899105727 |
| Variance | 150464674.5 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) |
| 2047 | 1 | < 0.1% |
| 36187 | 1 | < 0.1% |
| 40281 | 1 | < 0.1% |
| 38232 | 1 | < 0.1% |
| 11599 | 1 | < 0.1% |
| 9550 | 1 | < 0.1% |
| 15693 | 1 | < 0.1% |
| 13644 | 1 | < 0.1% |
| 3403 | 1 | < 0.1% |
| 1354 | 1 | < 0.1% |
| Other values (42340) | 42340 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 42514 | 1 | |
| 42513 | 1 | |
| 42512 | 1 | |
| 42511 | 1 | |
| 42508 | 1 | |
| 42507 | 1 | |
| 42506 | 1 | |
| 42505 | 1 | |
| 42504 | 1 | |
| 42503 | 1 |
| Distinct | 897 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11109.21192 |
|---|---|
| Minimum | 500 |
| Maximum | 35000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 2400 |
| Q1 | 5200 |
| median | 9800 |
| Q3 | 15000 |
| 95-th percentile | 25000 |
| Maximum | 35000 |
| Range | 34500 |
| Interquartile range (IQR) | 9800 |
Descriptive statistics
| Standard deviation | 7409.408311 |
|---|---|
| Coefficient of variation (CV) | 0.6669607495 |
| Kurtosis | 0.7839741968 |
| Mean | 11109.21192 |
| Median Absolute Deviation (MAD) | 4800 |
| Skewness | 1.063773126 |
| Sum | 470475125 |
| Variance | 54899331.52 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 3008 | 7.1% |
| 12000 | 2436 | 5.8% |
| 5000 | 2246 | 5.3% |
| 6000 | 2033 | 4.8% |
| 15000 | 2010 | 4.7% |
| 20000 | 1717 | 4.1% |
| 8000 | 1690 | 4.0% |
| 25000 | 1495 | 3.5% |
| 4000 | 1224 | 2.9% |
| 3000 | 1123 | 2.7% |
| Other values (887) | 23368 |
| Value | Count | Frequency (%) |
| 500 | 11 | |
| 550 | 1 | < 0.1% |
| 600 | 6 | |
| 700 | 2 | < 0.1% |
| 725 | 1 | < 0.1% |
| 750 | 1 | < 0.1% |
| 800 | 3 | < 0.1% |
| 850 | 1 | < 0.1% |
| 900 | 4 | < 0.1% |
| 925 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 35000 | 684 | |
| 34800 | 2 | < 0.1% |
| 34675 | 1 | < 0.1% |
| 34525 | 1 | < 0.1% |
| 34475 | 5 | < 0.1% |
| 34200 | 1 | < 0.1% |
| 34000 | 15 | < 0.1% |
| 33950 | 9 | < 0.1% |
| 33600 | 6 | < 0.1% |
| 33500 | 2 | < 0.1% |
| Distinct | 1050 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10840.21133 |
|---|---|
| Minimum | 500 |
| Maximum | 35000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 2361.25 |
| Q1 | 5100 |
| median | 9600 |
| Q3 | 15000 |
| 95-th percentile | 25000 |
| Maximum | 35000 |
| Range | 34500 |
| Interquartile range (IQR) | 9900 |
Descriptive statistics
| Standard deviation | 7145.056871 |
|---|---|
| Coefficient of variation (CV) | 0.6591252376 |
| Kurtosis | 0.9465127899 |
| Mean | 10840.21133 |
| Median Absolute Deviation (MAD) | 4600 |
| Skewness | 1.084671048 |
| Sum | 459082950 |
| Variance | 51051837.7 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 2916 | 6.9% |
| 12000 | 2344 | 5.5% |
| 5000 | 2233 | 5.3% |
| 6000 | 2019 | 4.8% |
| 15000 | 1895 | 4.5% |
| 8000 | 1677 | 4.0% |
| 20000 | 1539 | 3.6% |
| 4000 | 1224 | 2.9% |
| 25000 | 1220 | 2.9% |
| 3000 | 1114 | 2.6% |
| Other values (1040) | 24169 |
| Value | Count | Frequency (%) |
| 500 | 11 | |
| 550 | 1 | < 0.1% |
| 600 | 6 | |
| 700 | 2 | < 0.1% |
| 725 | 1 | < 0.1% |
| 750 | 1 | < 0.1% |
| 800 | 3 | < 0.1% |
| 850 | 1 | < 0.1% |
| 900 | 4 | < 0.1% |
| 925 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 35000 | 558 | |
| 34800 | 1 | < 0.1% |
| 34675 | 2 | < 0.1% |
| 34525 | 1 | < 0.1% |
| 34475 | 4 | < 0.1% |
| 34250 | 1 | < 0.1% |
| 34000 | 14 | < 0.1% |
| 33950 | 6 | < 0.1% |
| 33600 | 6 | < 0.1% |
| 33500 | 1 | < 0.1% |
| Distinct | 9230 |
|---|---|
| Distinct (%) | 21.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10162.36456 |
|---|---|
| Minimum | 0 |
| Maximum | 35000 |
| Zeros | 224 |
| Zeros (%) | 0.5% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1500 |
| Q1 | 4964.289886 |
| median | 8500 |
| Q3 | 14000 |
| 95-th percentile | 24600 |
| Maximum | 35000 |
| Range | 35000 |
| Interquartile range (IQR) | 9035.710114 |
Descriptive statistics
| Standard deviation | 7129.98979 |
|---|---|
| Coefficient of variation (CV) | 0.7016073619 |
| Kurtosis | 1.06729035 |
| Mean | 10162.36456 |
| Median Absolute Deviation (MAD) | 4200 |
| Skewness | 1.103832594 |
| Sum | 430376139.1 |
| Variance | 50836754.41 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 5000 | 1366 | 3.2% |
| 10000 | 1300 | 3.1% |
| 6000 | 1240 | 2.9% |
| 12000 | 1084 | 2.6% |
| 8000 | 924 | 2.2% |
| 4000 | 848 | 2.0% |
| 3000 | 846 | 2.0% |
| 15000 | 664 | 1.6% |
| 7000 | 613 | 1.4% |
| 2000 | 479 | 1.1% |
| Other values (9220) | 32986 |
| Value | Count | Frequency (%) |
| 0 | 224 | |
| 0.000121098108 | 1 | < 0.1% |
| 0.000185369401 | 1 | < 0.1% |
| 0.000531133069 | 1 | < 0.1% |
| 0.000571783038 | 1 | < 0.1% |
| 0.000654606955 | 1 | < 0.1% |
| 0.00089969728 | 1 | < 0.1% |
| 0.000922030107 | 1 | < 0.1% |
| 0.001083609677 | 1 | < 0.1% |
| 0.00112345745 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 35000 | 135 | |
| 34997.35245 | 1 | < 0.1% |
| 34993.65539 | 1 | < 0.1% |
| 34993.32571 | 1 | < 0.1% |
| 34993.26306 | 1 | < 0.1% |
| 34993.19696 | 1 | < 0.1% |
| 34990.4308 | 1 | < 0.1% |
| 34987.98452 | 1 | < 0.1% |
| 34987.27101 | 1 | < 0.1% |
| 34977.34674 | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| 36 months | |
|---|---|
| 60 months |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 423500 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 36 months |
|---|---|
| 2nd row | 60 months |
| 3rd row | 36 months |
| 4th row | 36 months |
| 5th row | 60 months |
| Value | Count | Frequency (%) |
| 36 months | 31374 | |
| 60 months | 10976 | 25.9% |
| Value | Count | Frequency (%) |
| months | 42350 | |
| 36 | 31374 | |
| 60 | 10976 | 13.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 84700 | ||
| 6 | 42350 | |
| m | 42350 | |
| o | 42350 | |
| n | 42350 | |
| t | 42350 | |
| h | 42350 | |
| s | 42350 | |
| 3 | 31374 | 7.4% |
| 0 | 10976 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 254100 | |
| Space Separator | 84700 | 20.0% |
| Decimal Number | 84700 | 20.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| m | 42350 | |
| o | 42350 | |
| n | 42350 | |
| t | 42350 | |
| h | 42350 | |
| s | 42350 |
| Value | Count | Frequency (%) |
| 6 | 42350 | |
| 3 | 31374 | |
| 0 | 10976 | 13.0% |
| Value | Count | Frequency (%) |
| 84700 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 254100 | |
| Common | 169400 |
Most frequent character per script
| Value | Count | Frequency (%) |
| m | 42350 | |
| o | 42350 | |
| n | 42350 | |
| t | 42350 | |
| h | 42350 | |
| s | 42350 |
| Value | Count | Frequency (%) |
| 84700 | ||
| 6 | 42350 | |
| 3 | 31374 | 18.5% |
| 0 | 10976 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 423500 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 84700 | ||
| 6 | 42350 | |
| m | 42350 | |
| o | 42350 | |
| n | 42350 | |
| t | 42350 | |
| h | 42350 | |
| s | 42350 | |
| 3 | 31374 | 7.4% |
| 0 | 10976 | 2.6% |
| Distinct | 394 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| 10.99% | 970 |
|---|---|
| 11.49% | 831 |
| 13.49% | 830 |
| 7.51% | 786 |
| 7.88% | 742 |
| Other values (389) |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 296450 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 10.65% |
|---|---|
| 2nd row | 15.27% |
| 3rd row | 15.96% |
| 4th row | 13.49% |
| 5th row | 12.69% |
| Value | Count | Frequency (%) |
| 10.99% | 970 | 2.3% |
| 11.49% | 831 | 2.0% |
| 13.49% | 830 | 2.0% |
| 7.51% | 786 | 1.9% |
| 7.88% | 742 | 1.8% |
| 7.49% | 656 | 1.5% |
| 11.71% | 609 | 1.4% |
| 9.99% | 607 | 1.4% |
| 7.90% | 582 | 1.4% |
| 5.42% | 573 | 1.4% |
| Other values (384) | 35164 |
| Value | Count | Frequency (%) |
| 10.99 | 970 | 2.3% |
| 11.49 | 831 | 2.0% |
| 13.49 | 830 | 2.0% |
| 7.51 | 786 | 1.9% |
| 7.88 | 742 | 1.8% |
| 7.49 | 656 | 1.5% |
| 11.71 | 609 | 1.4% |
| 9.99 | 607 | 1.4% |
| 7.90 | 582 | 1.4% |
| 5.42 | 573 | 1.4% |
| Other values (384) | 35164 |
Most occurring characters
| Value | Count | Frequency (%) |
| 54660 | ||
| . | 42350 | |
| % | 42350 | |
| 1 | 41385 | |
| 9 | 22572 | |
| 2 | 13665 | 4.6% |
| 6 | 12819 | 4.3% |
| 7 | 12789 | 4.3% |
| 4 | 11962 | 4.0% |
| 3 | 10890 | 3.7% |
| Other values (3) | 31008 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 157090 | |
| Other Punctuation | 84700 | |
| Space Separator | 54660 | 18.4% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 41385 | |
| 9 | 22572 | |
| 2 | 13665 | 8.7% |
| 6 | 12819 | 8.2% |
| 7 | 12789 | 8.1% |
| 4 | 11962 | 7.6% |
| 3 | 10890 | 6.9% |
| 5 | 10860 | 6.9% |
| 8 | 10290 | 6.6% |
| 0 | 9858 | 6.3% |
| Value | Count | Frequency (%) |
| . | 42350 | |
| % | 42350 |
| Value | Count | Frequency (%) |
| 54660 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 296450 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 54660 | ||
| . | 42350 | |
| % | 42350 | |
| 1 | 41385 | |
| 9 | 22572 | |
| 2 | 13665 | 4.6% |
| 6 | 12819 | 4.3% |
| 7 | 12789 | 4.3% |
| 4 | 11962 | 4.0% |
| 3 | 10890 | 3.7% |
| Other values (3) | 31008 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 296450 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 54660 | ||
| . | 42350 | |
| % | 42350 | |
| 1 | 41385 | |
| 9 | 22572 | |
| 2 | 13665 | 4.6% |
| 6 | 12819 | 4.3% |
| 7 | 12789 | 4.3% |
| 4 | 11962 | 4.0% |
| 3 | 10890 | 3.7% |
| Other values (3) | 31008 |
| Distinct | 16398 |
|---|---|
| Distinct (%) | 38.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 323.124979 |
|---|---|
| Minimum | 15.67 |
| Maximum | 1305.19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 15.67 |
|---|---|
| 5-th percentile | 70.0335 |
| Q1 | 165.74 |
| median | 278.41 |
| Q3 | 428.9075 |
| 95-th percentile | 762.08 |
| Maximum | 1305.19 |
| Range | 1289.52 |
| Interquartile range (IQR) | 263.1675 |
Descriptive statistics
| Standard deviation | 208.8720333 |
|---|---|
| Coefficient of variation (CV) | 0.6464125241 |
| Kurtosis | 1.204866192 |
| Mean | 323.124979 |
| Median Absolute Deviation (MAD) | 122.66 |
| Skewness | 1.124462048 |
| Sum | 13684342.86 |
| Variance | 43627.52628 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 311.11 | 68 | 0.2% |
| 180.96 | 59 | 0.1% |
| 311.02 | 54 | 0.1% |
| 150.8 | 48 | 0.1% |
| 368.45 | 46 | 0.1% |
| 372.12 | 45 | 0.1% |
| 330.76 | 43 | 0.1% |
| 339.31 | 42 | 0.1% |
| 317.72 | 42 | 0.1% |
| 186.61 | 41 | 0.1% |
| Other values (16388) | 41862 |
| Value | Count | Frequency (%) |
| 15.67 | 1 | |
| 15.69 | 1 | |
| 15.75 | 1 | |
| 15.76 | 1 | |
| 15.91 | 1 | |
| 16.08 | 1 | |
| 16.25 | 1 | |
| 16.31 | 1 | |
| 16.47 | 1 | |
| 16.73 | 1 |
| Value | Count | Frequency (%) |
| 1305.19 | 1 | < 0.1% |
| 1302.69 | 1 | < 0.1% |
| 1295.21 | 1 | < 0.1% |
| 1288.1 | 2 | < 0.1% |
| 1283.5 | 1 | < 0.1% |
| 1276.6 | 3 | |
| 1272.2 | 1 | < 0.1% |
| 1269.73 | 5 | |
| 1265.16 | 1 | < 0.1% |
| 1263.23 | 1 | < 0.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| B | |
|---|---|
| A | |
| C | |
| D | |
| E | |
| Other values (2) |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 42350 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B |
|---|---|
| 2nd row | C |
| 3rd row | C |
| 4th row | C |
| 5th row | B |
| Value | Count | Frequency (%) |
| B | 12355 | |
| A | 10163 | |
| C | 8689 | |
| D | 5975 | |
| E | 3369 | 8.0% |
| F | 1292 | 3.1% |
| G | 507 | 1.2% |
| Value | Count | Frequency (%) |
| b | 12355 | |
| a | 10163 | |
| c | 8689 | |
| d | 5975 | |
| e | 3369 | 8.0% |
| f | 1292 | 3.1% |
| g | 507 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 12355 | |
| A | 10163 | |
| C | 8689 | |
| D | 5975 | |
| E | 3369 | 8.0% |
| F | 1292 | 3.1% |
| G | 507 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 42350 |
Most frequent character per category
| Value | Count | Frequency (%) |
| B | 12355 | |
| A | 10163 | |
| C | 8689 | |
| D | 5975 | |
| E | 3369 | 8.0% |
| F | 1292 | 3.1% |
| G | 507 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 42350 |
Most frequent character per script
| Value | Count | Frequency (%) |
| B | 12355 | |
| A | 10163 | |
| C | 8689 | |
| D | 5975 | |
| E | 3369 | 8.0% |
| F | 1292 | 3.1% |
| G | 507 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 42350 |
Most frequent character per block
| Value | Count | Frequency (%) |
| B | 12355 | |
| A | 10163 | |
| C | 8689 | |
| D | 5975 | |
| E | 3369 | 8.0% |
| F | 1292 | 3.1% |
| G | 507 | 1.2% |
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| B3 | |
|---|---|
| A4 | |
| B5 | 2799 |
| A5 | 2786 |
| B4 | 2578 |
| Other values (30) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 84700 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B2 |
|---|---|
| 2nd row | C4 |
| 3rd row | C5 |
| 4th row | C1 |
| 5th row | B5 |
| Value | Count | Frequency (%) |
| B3 | 2992 | 7.1% |
| A4 | 2904 | 6.9% |
| B5 | 2799 | 6.6% |
| A5 | 2786 | 6.6% |
| B4 | 2578 | 6.1% |
| C1 | 2256 | 5.3% |
| C2 | 2143 | 5.1% |
| B2 | 2107 | 5.0% |
| B1 | 1879 | 4.4% |
| A3 | 1817 | 4.3% |
| Other values (25) | 18089 |
| Value | Count | Frequency (%) |
| b3 | 2992 | 7.1% |
| a4 | 2904 | 6.9% |
| b5 | 2799 | 6.6% |
| a5 | 2786 | 6.6% |
| b4 | 2578 | 6.1% |
| c1 | 2256 | 5.3% |
| c2 | 2143 | 5.1% |
| b2 | 2107 | 5.0% |
| b1 | 1879 | 4.4% |
| a3 | 1817 | 4.3% |
| Other values (25) | 18089 |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 12355 | |
| A | 10163 | |
| 4 | 8833 | |
| 3 | 8744 | |
| C | 8689 | |
| 5 | 8605 | |
| 2 | 8440 | |
| 1 | 7728 | |
| D | 5975 | |
| E | 3369 | 4.0% |
| Other values (2) | 1799 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 42350 | |
| Decimal Number | 42350 |
Most frequent character per category
| Value | Count | Frequency (%) |
| B | 12355 | |
| A | 10163 | |
| C | 8689 | |
| D | 5975 | |
| E | 3369 | 8.0% |
| F | 1292 | 3.1% |
| G | 507 | 1.2% |
| Value | Count | Frequency (%) |
| 4 | 8833 | |
| 3 | 8744 | |
| 5 | 8605 | |
| 2 | 8440 | |
| 1 | 7728 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 42350 | |
| Common | 42350 |
Most frequent character per script
| Value | Count | Frequency (%) |
| B | 12355 | |
| A | 10163 | |
| C | 8689 | |
| D | 5975 | |
| E | 3369 | 8.0% |
| F | 1292 | 3.1% |
| G | 507 | 1.2% |
| Value | Count | Frequency (%) |
| 4 | 8833 | |
| 3 | 8744 | |
| 5 | 8605 | |
| 2 | 8440 | |
| 1 | 7728 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 84700 |
Most frequent character per block
| Value | Count | Frequency (%) |
| B | 12355 | |
| A | 10163 | |
| 4 | 8833 | |
| 3 | 8744 | |
| C | 8689 | |
| 5 | 8605 | |
| 2 | 8440 | |
| 1 | 7728 | |
| D | 5975 | |
| E | 3369 | 4.0% |
| Other values (2) | 1799 | 2.1% |
| Distinct | 30537 |
|---|---|
| Distinct (%) | 72.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 MiB |
| US Army | 2735 |
|---|---|
| Bank of America | 115 |
| IBM | 72 |
| AT&T | 61 |
| Kaiser Permanente | 61 |
| Other values (30532) |
Length
| Max length | 78 |
|---|---|
| Median length | 17 |
| Mean length | 17.65227863 |
| Min length | 2 |
Characters and Unicode
| Total characters | 747574 |
|---|---|
| Distinct characters | 96 |
| Distinct categories | 15 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 27076 ? |
|---|---|
| Unique (%) | 63.9% |
Sample
| 1st row | US Army |
|---|---|
| 2nd row | Ryder |
| 3rd row | US Army |
| 4th row | AIR RESOURCES BOARD |
| 5th row | University Medical Group |
| Value | Count | Frequency (%) |
| US Army | 2735 | 6.5% |
| Bank of America | 115 | 0.3% |
| IBM | 72 | 0.2% |
| AT&T | 61 | 0.1% |
| Kaiser Permanente | 61 | 0.1% |
| UPS | 57 | 0.1% |
| Wells Fargo | 57 | 0.1% |
| USAF | 56 | 0.1% |
| US Air Force | 55 | 0.1% |
| Self Employed | 49 | 0.1% |
| Other values (30527) | 39032 |
| Value | Count | Frequency (%) |
| inc | 3393 | 3.0% |
| us | 3291 | 2.9% |
| of | 3194 | 2.8% |
| army | 3035 | 2.7% |
| 1275 | 1.1% | |
| and | 1033 | 0.9% |
| services | 866 | 0.8% |
| center | 863 | 0.8% |
| bank | 848 | 0.8% |
| county | 844 | 0.8% |
| Other values (19677) | 93729 |
Most occurring characters
| Value | Count | Frequency (%) |
| 71540 | 9.6% | |
| e | 59721 | 8.0% |
| a | 46624 | 6.2% |
| n | 45427 | 6.1% |
| r | 45330 | 6.1% |
| o | 45298 | 6.1% |
| i | 43084 | 5.8% |
| t | 41044 | 5.5% |
| s | 32366 | 4.3% |
| l | 27583 | 3.7% |
| Other values (86) | 289557 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 529016 | |
| Uppercase Letter | 135179 | 18.1% |
| Space Separator | 71540 | 9.6% |
| Other Punctuation | 9348 | 1.3% |
| Dash Punctuation | 1093 | 0.1% |
| Decimal Number | 1021 | 0.1% |
| Open Punctuation | 172 | < 0.1% |
| Close Punctuation | 169 | < 0.1% |
| Math Symbol | 23 | < 0.1% |
| Currency Symbol | 3 | < 0.1% |
| Other values (5) | 10 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| S | 16791 | 12.4% |
| C | 15492 | 11.5% |
| A | 12061 | 8.9% |
| I | 8053 | 6.0% |
| M | 6931 | 5.1% |
| U | 6626 | 4.9% |
| P | 6445 | 4.8% |
| T | 6103 | 4.5% |
| L | 5959 | 4.4% |
| E | 5624 | 4.2% |
| Other values (18) | 45094 |
| Value | Count | Frequency (%) |
| e | 59721 | |
| a | 46624 | 8.8% |
| n | 45427 | 8.6% |
| r | 45330 | 8.6% |
| o | 45298 | 8.6% |
| i | 43084 | 8.1% |
| t | 41044 | 7.8% |
| s | 32366 | 6.1% |
| l | 27583 | 5.2% |
| c | 24612 | 4.7% |
| Other values (17) | 117927 |
| Value | Count | Frequency (%) |
| . | 4534 | |
| , | 2334 | |
| & | 1373 | 14.7% |
| ' | 685 | 7.3% |
| / | 333 | 3.6% |
| # | 37 | 0.4% |
| @ | 10 | 0.1% |
| ! | 9 | 0.1% |
| : | 9 | 0.1% |
| " | 8 | 0.1% |
| Other values (5) | 16 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 202 | |
| 2 | 170 | |
| 3 | 161 | |
| 0 | 105 | |
| 4 | 99 | |
| 5 | 75 | 7.3% |
| 9 | 67 | 6.6% |
| 6 | 61 | 6.0% |
| 7 | 46 | 4.5% |
| 8 | 35 | 3.4% |
| Value | Count | Frequency (%) |
| + | 20 | |
| | | 2 | 8.7% |
| < | 1 | 4.3% |
| Value | Count | Frequency (%) |
| ( | 171 | |
| [ | 1 | 0.6% |
| Value | Count | Frequency (%) |
| | 1 | |
| | 1 |
| Value | Count | Frequency (%) |
| $ | 2 | |
| ¢ | 1 |
| Value | Count | Frequency (%) |
| 71540 |
| Value | Count | Frequency (%) |
| - | 1093 |
| Value | Count | Frequency (%) |
| ) | 169 |
| Value | Count | Frequency (%) |
| © | 2 |
| Value | Count | Frequency (%) |
| ` | 2 |
| Value | Count | Frequency (%) |
| _ | 2 |
| Value | Count | Frequency (%) |
| ² | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 664195 | |
| Common | 83379 | 11.2% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 59721 | 9.0% |
| a | 46624 | 7.0% |
| n | 45427 | 6.8% |
| r | 45330 | 6.8% |
| o | 45298 | 6.8% |
| i | 43084 | 6.5% |
| t | 41044 | 6.2% |
| s | 32366 | 4.9% |
| l | 27583 | 4.2% |
| c | 24612 | 3.7% |
| Other values (45) | 253106 |
| Value | Count | Frequency (%) |
| 71540 | ||
| . | 4534 | 5.4% |
| , | 2334 | 2.8% |
| & | 1373 | 1.6% |
| - | 1093 | 1.3% |
| ' | 685 | 0.8% |
| / | 333 | 0.4% |
| 1 | 202 | 0.2% |
| ( | 171 | 0.2% |
| 2 | 170 | 0.2% |
| Other values (31) | 944 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 747560 | |
| None | 14 | < 0.1% |
Most frequent character per block
| Value | Count | Frequency (%) |
| 71540 | 9.6% | |
| e | 59721 | 8.0% |
| a | 46624 | 6.2% |
| n | 45427 | 6.1% |
| r | 45330 | 6.1% |
| o | 45298 | 6.1% |
| i | 43084 | 5.8% |
| t | 41044 | 5.5% |
| s | 32366 | 4.3% |
| l | 27583 | 3.7% |
| Other values (77) | 289543 |
| Value | Count | Frequency (%) |
| Ã | 3 | |
| © | 2 | |
| Â | 2 | |
| ² | 2 | |
| â | 1 | 7.1% |
| | 1 | 7.1% |
| ¢ | 1 | 7.1% |
| | 1 | 7.1% |
| ¡ | 1 | 7.1% |
emp_length
Categorical
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| 10+ years | |
|---|---|
| < 1 year | |
| 2 years | |
| 3 years | |
| 4 years | |
| Other values (6) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.527933884 |
| Min length | 6 |
Characters and Unicode
| Total characters | 318808 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 10+ years |
|---|---|
| 2nd row | < 1 year |
| 3rd row | 10+ years |
| 4th row | 10+ years |
| 5th row | 1 year |
| Value | Count | Frequency (%) |
| 10+ years | 10456 | |
| < 1 year | 5017 | |
| 2 years | 4728 | |
| 3 years | 4351 | |
| 4 years | 3631 | 8.6% |
| 1 year | 3571 | 8.4% |
| 5 years | 3441 | 8.1% |
| 6 years | 2366 | 5.6% |
| 7 years | 1870 | 4.4% |
| 8 years | 1585 | 3.7% |
| Value | Count | Frequency (%) |
| years | 33762 | |
| 10 | 10456 | 11.7% |
| year | 8588 | 9.6% |
| 1 | 8588 | 9.6% |
| 5017 | 5.6% | |
| 2 | 4728 | 5.3% |
| 3 | 4351 | 4.8% |
| 4 | 3631 | 4.0% |
| 5 | 3441 | 3.8% |
| 6 | 2366 | 2.6% |
| Other values (3) | 4789 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 47367 | ||
| y | 42350 | |
| e | 42350 | |
| a | 42350 | |
| r | 42350 | |
| s | 33762 | |
| 1 | 19044 | |
| 0 | 10456 | 3.3% |
| + | 10456 | 3.3% |
| < | 5017 | 1.6% |
| Other values (8) | 23306 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 203162 | |
| Decimal Number | 52806 | 16.6% |
| Space Separator | 47367 | 14.9% |
| Math Symbol | 15473 | 4.9% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 19044 | |
| 0 | 10456 | |
| 2 | 4728 | 9.0% |
| 3 | 4351 | 8.2% |
| 4 | 3631 | 6.9% |
| 5 | 3441 | 6.5% |
| 6 | 2366 | 4.5% |
| 7 | 1870 | 3.5% |
| 8 | 1585 | 3.0% |
| 9 | 1334 | 2.5% |
| Value | Count | Frequency (%) |
| y | 42350 | |
| e | 42350 | |
| a | 42350 | |
| r | 42350 | |
| s | 33762 |
| Value | Count | Frequency (%) |
| + | 10456 | |
| < | 5017 |
| Value | Count | Frequency (%) |
| 47367 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 203162 | |
| Common | 115646 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 47367 | ||
| 1 | 19044 | |
| 0 | 10456 | 9.0% |
| + | 10456 | 9.0% |
| < | 5017 | 4.3% |
| 2 | 4728 | 4.1% |
| 3 | 4351 | 3.8% |
| 4 | 3631 | 3.1% |
| 5 | 3441 | 3.0% |
| 6 | 2366 | 2.0% |
| Other values (3) | 4789 | 4.1% |
| Value | Count | Frequency (%) |
| y | 42350 | |
| e | 42350 | |
| a | 42350 | |
| r | 42350 | |
| s | 33762 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 318808 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 47367 | ||
| y | 42350 | |
| e | 42350 | |
| a | 42350 | |
| r | 42350 | |
| s | 33762 | |
| 1 | 19044 | |
| 0 | 10456 | 3.3% |
| + | 10456 | 3.3% |
| < | 5017 | 1.6% |
| Other values (8) | 23306 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| RENT | |
|---|---|
| MORTGAGE | |
| OWN | |
| OTHER | 134 |
| NONE | 4 |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 5.713506494 |
| Min length | 3 |
Characters and Unicode
| Total characters | 241967 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RENT |
|---|---|
| 2nd row | RENT |
| 3rd row | RENT |
| 4th row | RENT |
| 5th row | RENT |
| Value | Count | Frequency (%) |
| RENT | 20060 | |
| MORTGAGE | 18917 | |
| OWN | 3235 | 7.6% |
| OTHER | 134 | 0.3% |
| NONE | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| rent | 20060 | |
| mortgage | 18917 | |
| own | 3235 | 7.6% |
| other | 134 | 0.3% |
| none | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 39115 | |
| R | 39111 | |
| T | 39111 | |
| G | 37834 | |
| N | 23303 | |
| O | 22290 | |
| M | 18917 | |
| A | 18917 | |
| W | 3235 | 1.3% |
| H | 134 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 241967 |
Most frequent character per category
| Value | Count | Frequency (%) |
| E | 39115 | |
| R | 39111 | |
| T | 39111 | |
| G | 37834 | |
| N | 23303 | |
| O | 22290 | |
| M | 18917 | |
| A | 18917 | |
| W | 3235 | 1.3% |
| H | 134 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 241967 |
Most frequent character per script
| Value | Count | Frequency (%) |
| E | 39115 | |
| R | 39111 | |
| T | 39111 | |
| G | 37834 | |
| N | 23303 | |
| O | 22290 | |
| M | 18917 | |
| A | 18917 | |
| W | 3235 | 1.3% |
| H | 134 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 241967 |
Most frequent character per block
| Value | Count | Frequency (%) |
| E | 39115 | |
| R | 39111 | |
| T | 39111 | |
| G | 37834 | |
| N | 23303 | |
| O | 22290 | |
| M | 18917 | |
| A | 18917 | |
| W | 3235 | 1.3% |
| H | 134 | 0.1% |
| Distinct | 5577 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69204.0548 |
|---|---|
| Minimum | 1896 |
| Maximum | 6000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 1896 |
|---|---|
| 5-th percentile | 24000 |
| Q1 | 40000 |
| median | 59000 |
| Q3 | 82500 |
| 95-th percentile | 144000 |
| Maximum | 6000000 |
| Range | 5998104 |
| Interquartile range (IQR) | 42500 |
Descriptive statistics
| Standard deviation | 64132.84555 |
|---|---|
| Coefficient of variation (CV) | 0.9267209231 |
| Kurtosis | 2121.405527 |
| Mean | 69204.0548 |
| Median Absolute Deviation (MAD) | 20000 |
| Skewness | 29.09932812 |
| Sum | 2930791721 |
| Variance | 4113021878 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 60000 | 1589 | 3.8% |
| 50000 | 1112 | 2.6% |
| 40000 | 932 | 2.2% |
| 45000 | 892 | 2.1% |
| 30000 | 879 | 2.1% |
| 75000 | 863 | 2.0% |
| 65000 | 840 | 2.0% |
| 70000 | 787 | 1.9% |
| 48000 | 763 | 1.8% |
| 80000 | 715 | 1.7% |
| Other values (5567) | 32978 |
| Value | Count | Frequency (%) |
| 1896 | 1 | < 0.1% |
| 2000 | 1 | < 0.1% |
| 3300 | 1 | < 0.1% |
| 3500 | 1 | < 0.1% |
| 3600 | 1 | < 0.1% |
| 4000 | 2 | |
| 4080 | 1 | < 0.1% |
| 4200 | 1 | < 0.1% |
| 4500 | 1 | < 0.1% |
| 4800 | 3 |
| Value | Count | Frequency (%) |
| 6000000 | 1 | < 0.1% |
| 3900000 | 1 | < 0.1% |
| 2039784 | 1 | < 0.1% |
| 1900000 | 1 | < 0.1% |
| 1782000 | 1 | < 0.1% |
| 1440000 | 2 | |
| 1362000 | 1 | < 0.1% |
| 1250000 | 1 | < 0.1% |
| 1200000 | 4 | |
| 1176000 | 1 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| Not Verified | |
|---|---|
| Verified | |
| Source Verified |
Length
| Max length | 15 |
|---|---|
| Median length | 12 |
| Mean length | 11.4590791 |
| Min length | 8 |
Characters and Unicode
| Total characters | 485292 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Verified |
|---|---|
| 2nd row | Source Verified |
| 3rd row | Not Verified |
| 4th row | Source Verified |
| 5th row | Source Verified |
| Value | Count | Frequency (%) |
| Not Verified | 18640 | |
| Verified | 13434 | |
| Source Verified | 10276 |
| Value | Count | Frequency (%) |
| verified | 42350 | |
| not | 18640 | |
| source | 10276 | 14.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 94976 | |
| i | 84700 | |
| r | 52626 | |
| V | 42350 | |
| f | 42350 | |
| d | 42350 | |
| o | 28916 | 6.0% |
| 28916 | 6.0% | |
| N | 18640 | 3.8% |
| t | 18640 | 3.8% |
| Other values (3) | 30828 | 6.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 385110 | |
| Uppercase Letter | 71266 | 14.7% |
| Space Separator | 28916 | 6.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 94976 | |
| i | 84700 | |
| r | 52626 | |
| f | 42350 | |
| d | 42350 | |
| o | 28916 | 7.5% |
| t | 18640 | 4.8% |
| u | 10276 | 2.7% |
| c | 10276 | 2.7% |
| Value | Count | Frequency (%) |
| V | 42350 | |
| N | 18640 | |
| S | 10276 | 14.4% |
| Value | Count | Frequency (%) |
| 28916 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 456376 | |
| Common | 28916 | 6.0% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 94976 | |
| i | 84700 | |
| r | 52626 | |
| V | 42350 | |
| f | 42350 | |
| d | 42350 | |
| o | 28916 | 6.3% |
| N | 18640 | 4.1% |
| t | 18640 | 4.1% |
| S | 10276 | 2.3% |
| Other values (2) | 20552 | 4.5% |
| Value | Count | Frequency (%) |
| 28916 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 485292 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 94976 | |
| i | 84700 | |
| r | 52626 | |
| V | 42350 | |
| f | 42350 | |
| d | 42350 | |
| o | 28916 | 6.0% |
| 28916 | 6.0% | |
| N | 18640 | 3.8% |
| t | 18640 | 3.8% |
| Other values (3) | 30828 | 6.4% |
| Distinct | 55 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| Dec-2011 | 2266 |
|---|---|
| Nov-2011 | 2226 |
| Oct-2011 | 2113 |
| Sep-2011 | 2061 |
| Aug-2011 | 1933 |
| Other values (50) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 338800 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Dec-2011 |
|---|---|
| 2nd row | Dec-2011 |
| 3rd row | Dec-2011 |
| 4th row | Dec-2011 |
| 5th row | Dec-2011 |
| Value | Count | Frequency (%) |
| Dec-2011 | 2266 | 5.4% |
| Nov-2011 | 2226 | 5.3% |
| Oct-2011 | 2113 | 5.0% |
| Sep-2011 | 2061 | 4.9% |
| Aug-2011 | 1933 | 4.6% |
| Jul-2011 | 1866 | 4.4% |
| Jun-2011 | 1831 | 4.3% |
| May-2011 | 1700 | 4.0% |
| Apr-2011 | 1560 | 3.7% |
| Mar-2011 | 1441 | 3.4% |
| Other values (45) | 23353 |
| Value | Count | Frequency (%) |
| dec-2011 | 2266 | 5.4% |
| nov-2011 | 2226 | 5.3% |
| oct-2011 | 2113 | 5.0% |
| sep-2011 | 2061 | 4.9% |
| aug-2011 | 1933 | 4.6% |
| jul-2011 | 1866 | 4.4% |
| jun-2011 | 1831 | 4.3% |
| may-2011 | 1700 | 4.0% |
| apr-2011 | 1560 | 3.7% |
| mar-2011 | 1441 | 3.4% |
| Other values (45) | 23353 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 63025 | |
| 1 | 55829 | |
| - | 42350 | |
| 2 | 42350 | |
| e | 11120 | 3.3% |
| u | 10838 | 3.2% |
| J | 9728 | 2.9% |
| c | 8844 | 2.6% |
| a | 8747 | 2.6% |
| p | 6917 | 2.0% |
| Other values (19) | 79052 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 169400 | |
| Lowercase Letter | 84700 | |
| Uppercase Letter | 42350 | 12.5% |
| Dash Punctuation | 42350 | 12.5% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 11120 | |
| u | 10838 | |
| c | 8844 | |
| a | 8747 | |
| p | 6917 | |
| n | 6057 | |
| r | 6041 | |
| o | 4423 | 5.2% |
| v | 4423 | 5.2% |
| t | 4166 | 4.9% |
| Other values (4) | 13124 |
| Value | Count | Frequency (%) |
| J | 9728 | |
| A | 6771 | |
| M | 6142 | |
| D | 4678 | |
| N | 4423 | |
| O | 4166 | |
| S | 3861 | 9.1% |
| F | 2581 | 6.1% |
| Value | Count | Frequency (%) |
| 0 | 63025 | |
| 1 | 55829 | |
| 2 | 42350 | |
| 9 | 5249 | 3.1% |
| 8 | 2378 | 1.4% |
| 7 | 569 | 0.3% |
| Value | Count | Frequency (%) |
| - | 42350 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 211750 | |
| Latin | 127050 |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 11120 | 8.8% |
| u | 10838 | 8.5% |
| J | 9728 | 7.7% |
| c | 8844 | 7.0% |
| a | 8747 | 6.9% |
| p | 6917 | 5.4% |
| A | 6771 | 5.3% |
| M | 6142 | 4.8% |
| n | 6057 | 4.8% |
| r | 6041 | 4.8% |
| Other values (12) | 45845 |
| Value | Count | Frequency (%) |
| 0 | 63025 | |
| 1 | 55829 | |
| - | 42350 | |
| 2 | 42350 | |
| 9 | 5249 | 2.5% |
| 8 | 2378 | 1.1% |
| 7 | 569 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 338800 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 63025 | |
| 1 | 55829 | |
| - | 42350 | |
| 2 | 42350 | |
| e | 11120 | 3.3% |
| u | 10838 | 3.2% |
| J | 9728 | 2.9% |
| c | 8844 | 2.6% |
| a | 8747 | 2.6% |
| p | 6917 | 2.0% |
| Other values (19) | 79052 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| Fully Paid | |
|---|---|
| Charged Off | |
| Does not meet the credit policy. Status:Fully Paid | 1952 |
| Does not meet the credit policy. Status:Charged Off | 742 |
Length
| Max length | 51 |
|---|---|
| Median length | 10 |
| Mean length | 12.6938843 |
| Min length | 10 |
Characters and Unicode
| Total characters | 537586 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Fully Paid |
|---|---|
| 2nd row | Charged Off |
| 3rd row | Fully Paid |
| 4th row | Fully Paid |
| 5th row | Fully Paid |
| Value | Count | Frequency (%) |
| Fully Paid | 34072 | |
| Charged Off | 5584 | 13.2% |
| Does not meet the credit policy. Status:Fully Paid | 1952 | 4.6% |
| Does not meet the credit policy. Status:Charged Off | 742 | 1.8% |
| Value | Count | Frequency (%) |
| paid | 36024 | |
| fully | 34072 | |
| off | 6326 | 6.3% |
| charged | 5584 | 5.5% |
| meet | 2694 | 2.7% |
| policy | 2694 | 2.7% |
| does | 2694 | 2.7% |
| the | 2694 | 2.7% |
| credit | 2694 | 2.7% |
| not | 2694 | 2.7% |
| Other values (2) | 2694 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 74742 | |
| 58514 | ||
| a | 45044 | |
| d | 45044 | |
| i | 41412 | 7.7% |
| u | 38718 | 7.2% |
| y | 38718 | 7.2% |
| F | 36024 | 6.7% |
| P | 36024 | 6.7% |
| e | 19796 | 3.7% |
| Other values (17) | 103550 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 383596 | |
| Uppercase Letter | 90088 | 16.8% |
| Space Separator | 58514 | 10.9% |
| Other Punctuation | 5388 | 1.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| l | 74742 | |
| a | 45044 | |
| d | 45044 | |
| i | 41412 | |
| u | 38718 | |
| y | 38718 | |
| e | 19796 | 5.2% |
| t | 16164 | 4.2% |
| f | 12652 | 3.3% |
| h | 9020 | 2.4% |
| Other values (8) | 42286 |
| Value | Count | Frequency (%) |
| F | 36024 | |
| P | 36024 | |
| C | 6326 | 7.0% |
| O | 6326 | 7.0% |
| D | 2694 | 3.0% |
| S | 2694 | 3.0% |
| Value | Count | Frequency (%) |
| . | 2694 | |
| : | 2694 |
| Value | Count | Frequency (%) |
| 58514 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 473684 | |
| Common | 63902 | 11.9% |
Most frequent character per script
| Value | Count | Frequency (%) |
| l | 74742 | |
| a | 45044 | |
| d | 45044 | |
| i | 41412 | |
| u | 38718 | |
| y | 38718 | |
| F | 36024 | |
| P | 36024 | |
| e | 19796 | 4.2% |
| t | 16164 | 3.4% |
| Other values (14) | 81998 |
| Value | Count | Frequency (%) |
| 58514 | ||
| . | 2694 | 4.2% |
| : | 2694 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 537586 |
Most frequent character per block
| Value | Count | Frequency (%) |
| l | 74742 | |
| 58514 | ||
| a | 45044 | |
| d | 45044 | |
| i | 41412 | 7.7% |
| u | 38718 | 7.2% |
| y | 38718 | 7.2% |
| F | 36024 | 6.7% |
| P | 36024 | 6.7% |
| e | 19796 | 3.7% |
| Other values (17) | 103550 |
| Distinct | 28833 |
|---|---|
| Distinct (%) | 68.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.2 MiB |
| Debt Consolidation | 11 |
|---|---|
| Camping Membership | 8 |
| refinancing | 5 |
| consolidate debt | 3 |
| Other values (28828) |
Length
| Max length | 3988 |
|---|---|
| Median length | 148 |
| Mean length | 291.5066588 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12345307 |
|---|---|
| Distinct characters | 142 |
| Distinct categories | 17 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 4 ? |
Unique
| Unique | 28801 ? |
|---|---|
| Unique (%) | 68.0% |
Sample
| 1st row | Borrower added on 12/22/11 > I need to upgrade my business technologies.<br> |
|---|---|
| 2nd row | Borrower added on 12/22/11 > I plan to use this money to finance the motorcycle i am looking at. I plan to have it paid off as soon as possible/when i sell my old bike. I only need this money because the deal im looking at is to good to pass up.<br><br> Borrower added on 12/22/11 > I plan to use this money to finance the motorcycle i am looking at. I plan to have it paid off as soon as possible/when i sell my old bike.I only need this money because the deal im looking at is to good to pass up. I have finished college with an associates degree in business and its takingmeplaces<br> |
| 3rd row | |
| 4th row | Borrower added on 12/21/11 > to pay for property tax (borrow from friend, need to pay back) & central A/C need to be replace. I'm very sorry to let my loan expired last time.<br> |
| 5th row | Borrower added on 12/21/11 > I plan on combining three large interest bills together and freeing up some extra each month to pay toward other bills. I've always been a good payor but have found myself needing to make adjustments to my budget due to a medical scare. My job is very stable, I love it.<br> |
| Value | Count | Frequency (%) |
| 13463 | ||
| Debt Consolidation | 11 | < 0.1% |
| Camping Membership | 8 | < 0.1% |
| refinancing | 5 | < 0.1% |
| consolidate debt | 3 | < 0.1% |
| credit card consolidation | 3 | < 0.1% |
| Personal Loan | 3 | < 0.1% |
| credit card debt consolidation | 3 | < 0.1% |
| personal loan | 3 | < 0.1% |
| debt consolidation | 3 | < 0.1% |
| Other values (28823) | 28845 |
| Value | Count | Frequency (%) |
| i | 84693 | 3.8% |
| to | 77346 | 3.5% |
| a | 59762 | 2.7% |
| and | 59065 | 2.7% |
| the | 58882 | 2.7% |
| my | 55619 | 2.5% |
| on | 51807 | 2.3% |
| 39040 | 1.8% | |
| for | 35338 | 1.6% |
| have | 35037 | 1.6% |
| Other values (56623) | 1661550 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2307721 | ||
| e | 1031955 | 8.4% |
| a | 772858 | 6.3% |
| o | 764579 | 6.2% |
| t | 704519 | 5.7% |
| n | 661771 | 5.4% |
| r | 631880 | 5.1% |
| i | 537842 | 4.4% |
| s | 462167 | 3.7% |
| d | 427352 | 3.5% |
| Other values (132) | 4042663 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 8796758 | |
| Space Separator | 2307795 | 18.7% |
| Decimal Number | 367380 | 3.0% |
| Other Punctuation | 349350 | 2.8% |
| Uppercase Letter | 327662 | 2.7% |
| Math Symbol | 146103 | 1.2% |
| Currency Symbol | 18129 | 0.1% |
| Dash Punctuation | 14245 | 0.1% |
| Close Punctuation | 7928 | 0.1% |
| Open Punctuation | 7263 | 0.1% |
| Other values (7) | 2694 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| I | 102971 | |
| B | 36359 | 11.1% |
| T | 30751 | 9.4% |
| A | 16938 | 5.2% |
| M | 15426 | 4.7% |
| C | 15373 | 4.7% |
| S | 10593 | 3.2% |
| E | 10059 | 3.1% |
| W | 9654 | 2.9% |
| L | 9352 | 2.9% |
| Other values (21) | 70186 |
| Value | Count | Frequency (%) |
| e | 1031955 | |
| a | 772858 | 8.8% |
| o | 764579 | 8.7% |
| t | 704519 | 8.0% |
| n | 661771 | 7.5% |
| r | 631880 | 7.2% |
| i | 537842 | 6.1% |
| s | 462167 | 5.3% |
| d | 427352 | 4.9% |
| l | 385328 | 4.4% |
| Other values (18) | 2416507 |
| Value | Count | Frequency (%) |
| . | 130861 | |
| / | 121300 | |
| , | 54510 | |
| ' | 14440 | 4.1% |
| ! | 7302 | 2.1% |
| % | 6183 | 1.8% |
| : | 5779 | 1.7% |
| ; | 3486 | 1.0% |
| & | 2746 | 0.8% |
| " | 913 | 0.3% |
| Other values (10) | 1830 | 0.5% |
| Value | Count | Frequency (%) |
| 1307 | ||
| | 422 | 19.5% |
| | 200 | 9.2% |
| | 38 | 1.8% |
| | 37 | 1.7% |
| | 30 | 1.4% |
| | 29 | 1.3% |
| | 25 | 1.2% |
| | 24 | 1.1% |
| | 15 | 0.7% |
| Other values (9) | 39 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 111519 | |
| 1 | 101332 | |
| 2 | 39001 | 10.6% |
| 5 | 23119 | 6.3% |
| 3 | 19032 | 5.2% |
| 9 | 17399 | 4.7% |
| 4 | 14540 | 4.0% |
| 6 | 14047 | 3.8% |
| 7 | 13734 | 3.7% |
| 8 | 13657 | 3.7% |
| Value | Count | Frequency (%) |
| > | 88128 | |
| < | 55923 | |
| + | 1051 | 0.7% |
| = | 646 | 0.4% |
| ~ | 317 | 0.2% |
| ¬ | 28 | < 0.1% |
| | | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| ¦ | 93 | |
| © | 15 | 12.9% |
| � | 6 | 5.2% |
| ® | 2 | 1.7% |
| Value | Count | Frequency (%) |
| ( | 7219 | |
| [ | 41 | 0.6% |
| { | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| ) | 7883 | |
| ] | 41 | 0.5% |
| } | 4 | 0.1% |
| Value | Count | Frequency (%) |
| - | 14230 | |
| – | 10 | 0.1% |
| — | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| ` | 13 | |
| ^ | 5 | 26.3% |
| ¯ | 1 | 5.3% |
| Value | Count | Frequency (%) |
| 2307721 | ||
| 74 | < 0.1% |
| Value | Count | Frequency (%) |
| $ | 18061 | |
| ¢ | 68 | 0.4% |
| Value | Count | Frequency (%) |
| ½ | 7 | |
| ¾ | 1 | 12.5% |
| Value | Count | Frequency (%) |
| ’ | 89 | |
| ” | 16 | 15.2% |
| Value | Count | Frequency (%) |
| “ | 16 | |
| ‘ | 3 | 15.8% |
| Value | Count | Frequency (%) |
| _ | 261 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 9124420 | |
| Common | 3220887 | 26.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| 2307721 | ||
| . | 130861 | 4.1% |
| / | 121300 | 3.8% |
| 0 | 111519 | 3.5% |
| 1 | 101332 | 3.1% |
| > | 88128 | 2.7% |
| < | 55923 | 1.7% |
| , | 54510 | 1.7% |
| 2 | 39001 | 1.2% |
| 5 | 23119 | 0.7% |
| Other values (73) | 187473 | 5.8% |
| Value | Count | Frequency (%) |
| e | 1031955 | 11.3% |
| a | 772858 | 8.5% |
| o | 764579 | 8.4% |
| t | 704519 | 7.7% |
| n | 661771 | 7.3% |
| r | 631880 | 6.9% |
| i | 537842 | 5.9% |
| s | 462167 | 5.1% |
| d | 427352 | 4.7% |
| l | 385328 | 4.2% |
| Other values (49) | 2744169 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12343296 | |
| None | 1836 | < 0.1% |
| Punctuation | 169 | < 0.1% |
| Specials | 6 | < 0.1% |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2307721 | ||
| e | 1031955 | 8.4% |
| a | 772858 | 6.3% |
| o | 764579 | 6.2% |
| t | 704519 | 5.7% |
| n | 661771 | 5.4% |
| r | 631880 | 5.1% |
| i | 537842 | 4.4% |
| s | 462167 | 3.7% |
| d | 427352 | 3.5% |
| Other values (86) | 4040652 |
| Value | Count | Frequency (%) |
| â | 447 | |
| | 422 | |
| | 200 | |
| Â | 123 | 6.7% |
| ¦ | 93 | 5.1% |
| Ã | 89 | 4.8% |
| 74 | 4.0% | |
| ¢ | 68 | 3.7% |
| | 38 | 2.1% |
| | 37 | 2.0% |
| Other values (27) | 245 |
| Value | Count | Frequency (%) |
| ’ | 89 | |
| … | 22 | 13.0% |
| “ | 16 | 9.5% |
| ” | 16 | 9.5% |
| – | 10 | 5.9% |
| • | 8 | 4.7% |
| — | 5 | 3.0% |
| ‘ | 3 | 1.8% |
| Value | Count | Frequency (%) |
| � | 6 |
purpose
Categorical
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
| debt_consolidation | |
|---|---|
| credit_card | |
| other | |
| home_improvement | |
| major_purchase | |
| Other values (9) |
Length
| Max length | 18 |
|---|---|
| Median length | 16 |
| Mean length | 13.70229044 |
| Min length | 3 |
Characters and Unicode
| Total characters | 580292 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | credit_card |
|---|---|
| 2nd row | car |
| 3rd row | small_business |
| 4th row | other |
| 5th row | other |
| Value | Count | Frequency (%) |
| debt_consolidation | 19724 | |
| credit_card | 5469 | 12.9% |
| other | 4365 | 10.3% |
| home_improvement | 3189 | 7.5% |
| major_purchase | 2298 | 5.4% |
| small_business | 1980 | 4.7% |
| car | 1611 | 3.8% |
| wedding | 997 | 2.4% |
| medical | 751 | 1.8% |
| moving | 625 | 1.5% |
| Other values (4) | 1341 | 3.2% |
| Value | Count | Frequency (%) |
| debt_consolidation | 19724 | |
| credit_card | 5469 | 12.9% |
| other | 4365 | 10.3% |
| home_improvement | 3189 | 7.5% |
| major_purchase | 2298 | 5.4% |
| small_business | 1980 | 4.7% |
| car | 1611 | 3.8% |
| wedding | 997 | 2.4% |
| medical | 751 | 1.8% |
| moving | 625 | 1.5% |
| Other values (4) | 1341 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 74074 | |
| d | 53545 | |
| t | 53284 | |
| i | 53272 | |
| n | 47262 | |
| e | 46513 | 8.0% |
| c | 36135 | 6.2% |
| a | 35862 | 6.2% |
| _ | 32765 | 5.6% |
| s | 30365 | 5.2% |
| Other values (12) | 117215 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 547527 | |
| Connector Punctuation | 32765 | 5.6% |
Most frequent character per category
| Value | Count | Frequency (%) |
| o | 74074 | |
| d | 53545 | |
| t | 53284 | |
| i | 53272 | |
| n | 47262 | |
| e | 46513 | |
| c | 36135 | 6.6% |
| a | 35862 | 6.5% |
| s | 30365 | 5.5% |
| l | 24954 | 4.6% |
| Other values (11) | 92261 |
| Value | Count | Frequency (%) |
| _ | 32765 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 547527 | |
| Common | 32765 | 5.6% |
Most frequent character per script
| Value | Count | Frequency (%) |
| o | 74074 | |
| d | 53545 | |
| t | 53284 | |
| i | 53272 | |
| n | 47262 | |
| e | 46513 | |
| c | 36135 | 6.6% |
| a | 35862 | 6.5% |
| s | 30365 | 5.5% |
| l | 24954 | 4.6% |
| Other values (11) | 92261 |
| Value | Count | Frequency (%) |
| _ | 32765 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 580292 |
Most frequent character per block
| Value | Count | Frequency (%) |
| o | 74074 | |
| d | 53545 | |
| t | 53284 | |
| i | 53272 | |
| n | 47262 | |
| e | 46513 | 8.0% |
| c | 36135 | 6.2% |
| a | 35862 | 6.2% |
| _ | 32765 | 5.6% |
| s | 30365 | 5.2% |
| Other values (12) | 117215 |
| Distinct | 21173 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 MiB |
| Debt Consolidation | 2255 |
|---|---|
| Debt Consolidation Loan | 1755 |
| Personal Loan | 706 |
| Consolidation | 545 |
| debt consolidation | 532 |
| Other values (21168) |
Length
| Max length | 80 |
|---|---|
| Median length | 16 |
| Mean length | 17.34420307 |
| Min length | 2 |
Characters and Unicode
| Total characters | 734527 |
|---|---|
| Distinct characters | 108 |
| Distinct categories | 15 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 19031 ? |
|---|---|
| Unique (%) | 44.9% |
Sample
| 1st row | Computer |
|---|---|
| 2nd row | bike |
| 3rd row | real estate business |
| 4th row | personel |
| 5th row | Personal |
| Value | Count | Frequency (%) |
| Debt Consolidation | 2255 | 5.3% |
| Debt Consolidation Loan | 1755 | 4.1% |
| Personal Loan | 706 | 1.7% |
| Consolidation | 545 | 1.3% |
| debt consolidation | 532 | 1.3% |
| Home Improvement | 372 | 0.9% |
| Credit Card Consolidation | 370 | 0.9% |
| Debt consolidation | 346 | 0.8% |
| Small Business Loan | 332 | 0.8% |
| Personal | 330 | 0.8% |
| Other values (21163) | 34807 |
| Value | Count | Frequency (%) |
| loan | 11460 | 10.2% |
| debt | 9705 | 8.6% |
| consolidation | 8976 | 8.0% |
| credit | 4945 | 4.4% |
| card | 3552 | 3.2% |
| personal | 2210 | 2.0% |
| home | 2017 | 1.8% |
| pay | 1468 | 1.3% |
| off | 1376 | 1.2% |
| to | 1275 | 1.1% |
| Other values (9359) | 65766 |
Most occurring characters
| Value | Count | Frequency (%) |
| 71669 | 9.8% | |
| o | 69979 | 9.5% |
| n | 59526 | 8.1% |
| e | 59102 | 8.0% |
| a | 53721 | 7.3% |
| i | 47064 | 6.4% |
| t | 45804 | 6.2% |
| d | 32909 | 4.5% |
| r | 31649 | 4.3% |
| s | 30868 | 4.2% |
| Other values (98) | 232236 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 561157 | |
| Uppercase Letter | 88905 | 12.1% |
| Space Separator | 71669 | 9.8% |
| Decimal Number | 6385 | 0.9% |
| Other Punctuation | 4894 | 0.7% |
| Dash Punctuation | 867 | 0.1% |
| Connector Punctuation | 220 | < 0.1% |
| Close Punctuation | 111 | < 0.1% |
| Currency Symbol | 104 | < 0.1% |
| Math Symbol | 103 | < 0.1% |
| Other values (5) | 112 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| C | 19602 | |
| L | 10859 | |
| D | 9679 | |
| P | 6046 | 6.8% |
| R | 4034 | 4.5% |
| S | 3513 | 4.0% |
| M | 3484 | 3.9% |
| B | 3325 | 3.7% |
| H | 3173 | 3.6% |
| E | 3130 | 3.5% |
| Other values (18) | 22060 |
| Value | Count | Frequency (%) |
| o | 69979 | |
| n | 59526 | |
| e | 59102 | |
| a | 53721 | |
| i | 47064 | |
| t | 45804 | |
| d | 32909 | 5.9% |
| r | 31649 | 5.6% |
| s | 30868 | 5.5% |
| l | 28219 | 5.0% |
| Other values (18) | 102316 |
| Value | Count | Frequency (%) |
| ! | 1249 | |
| ' | 1066 | |
| . | 810 | |
| / | 587 | |
| , | 480 | 9.8% |
| & | 352 | 7.2% |
| % | 105 | 2.1% |
| : | 65 | 1.3% |
| " | 61 | 1.2% |
| ? | 27 | 0.6% |
| Other values (5) | 92 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 1819 | |
| 1 | 1756 | |
| 2 | 1186 | |
| 3 | 315 | 4.9% |
| 5 | 275 | 4.3% |
| 9 | 263 | 4.1% |
| 4 | 230 | 3.6% |
| 6 | 195 | 3.1% |
| 8 | 175 | 2.7% |
| 7 | 171 | 2.7% |
| Value | Count | Frequency (%) |
| | 4 | |
| | 4 | |
| | 4 | |
| 2 | ||
| | 2 | |
| | 1 | 5.3% |
| | 1 | 5.3% |
| 1 | 5.3% |
| Value | Count | Frequency (%) |
| + | 63 | |
| = | 19 | 18.4% |
| < | 9 | 8.7% |
| > | 8 | 7.8% |
| ~ | 3 | 2.9% |
| | | 1 | 1.0% |
| Value | Count | Frequency (%) |
| ^ | 1 | |
| ´ | 1 | |
| ` | 1 |
| Value | Count | Frequency (%) |
| ( | 84 | |
| [ | 3 | 3.4% |
| Value | Count | Frequency (%) |
| ) | 107 | |
| ] | 4 | 3.6% |
| Value | Count | Frequency (%) |
| 71669 |
| Value | Count | Frequency (%) |
| - | 867 |
| Value | Count | Frequency (%) |
| _ | 220 |
| Value | Count | Frequency (%) |
| $ | 104 |
| Value | Count | Frequency (%) |
| ³ | 1 |
| Value | Count | Frequency (%) |
| ¦ | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 650062 | |
| Common | 84465 | 11.5% |
Most frequent character per script
| Value | Count | Frequency (%) |
| o | 69979 | 10.8% |
| n | 59526 | 9.2% |
| e | 59102 | 9.1% |
| a | 53721 | 8.3% |
| i | 47064 | 7.2% |
| t | 45804 | 7.0% |
| d | 32909 | 5.1% |
| r | 31649 | 4.9% |
| s | 30868 | 4.7% |
| l | 28219 | 4.3% |
| Other values (46) | 191221 |
| Value | Count | Frequency (%) |
| 71669 | ||
| 0 | 1819 | 2.2% |
| 1 | 1756 | 2.1% |
| ! | 1249 | 1.5% |
| 2 | 1186 | 1.4% |
| ' | 1066 | 1.3% |
| - | 867 | 1.0% |
| . | 810 | 1.0% |
| / | 587 | 0.7% |
| , | 480 | 0.6% |
| Other values (42) | 2976 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 734495 | |
| None | 32 | < 0.1% |
Most frequent character per block
| Value | Count | Frequency (%) |
| 71669 | 9.8% | |
| o | 69979 | 9.5% |
| n | 59526 | 8.1% |
| e | 59102 | 8.0% |
| a | 53721 | 7.3% |
| i | 47064 | 6.4% |
| t | 45804 | 6.2% |
| d | 32909 | 4.5% |
| r | 31649 | 4.3% |
| s | 30868 | 4.2% |
| Other values (84) | 232204 |
| Value | Count | Frequency (%) |
| â | 4 | |
| | 4 | |
| î | 4 | |
| | 4 | |
| | 4 | |
| Ã | 2 | |
| | 2 | |
| ¦ | 2 | |
| | 1 | 3.1% |
| | 1 | 3.1% |
| Other values (4) | 4 |
| Distinct | 836 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| 100xx | 639 |
|---|---|
| 945xx | 558 |
| 606xx | 546 |
| 112xx | 536 |
| 070xx | 499 |
| Other values (831) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 211750 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 53 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 860xx |
|---|---|
| 2nd row | 309xx |
| 3rd row | 606xx |
| 4th row | 917xx |
| 5th row | 972xx |
| Value | Count | Frequency (%) |
| 100xx | 639 | 1.5% |
| 945xx | 558 | 1.3% |
| 606xx | 546 | 1.3% |
| 112xx | 536 | 1.3% |
| 070xx | 499 | 1.2% |
| 900xx | 474 | 1.1% |
| 300xx | 436 | 1.0% |
| 021xx | 414 | 1.0% |
| 750xx | 391 | 0.9% |
| 926xx | 385 | 0.9% |
| Other values (826) | 37472 |
| Value | Count | Frequency (%) |
| 100xx | 639 | 1.5% |
| 945xx | 558 | 1.3% |
| 606xx | 546 | 1.3% |
| 112xx | 536 | 1.3% |
| 070xx | 499 | 1.2% |
| 900xx | 474 | 1.1% |
| 300xx | 436 | 1.0% |
| 021xx | 414 | 1.0% |
| 750xx | 391 | 0.9% |
| 926xx | 385 | 0.9% |
| Other values (826) | 37472 |
Most occurring characters
| Value | Count | Frequency (%) |
| x | 84700 | |
| 0 | 21162 | 10.0% |
| 1 | 16600 | 7.8% |
| 2 | 14373 | 6.8% |
| 9 | 13366 | 6.3% |
| 3 | 13295 | 6.3% |
| 7 | 10928 | 5.2% |
| 4 | 9754 | 4.6% |
| 5 | 9617 | 4.5% |
| 8 | 9274 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 127050 | |
| Lowercase Letter | 84700 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 21162 | |
| 1 | 16600 | |
| 2 | 14373 | |
| 9 | 13366 | |
| 3 | 13295 | |
| 7 | 10928 | |
| 4 | 9754 | |
| 5 | 9617 | |
| 8 | 9274 | |
| 6 | 8681 |
| Value | Count | Frequency (%) |
| x | 84700 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 127050 | |
| Latin | 84700 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 21162 | |
| 1 | 16600 | |
| 2 | 14373 | |
| 9 | 13366 | |
| 3 | 13295 | |
| 7 | 10928 | |
| 4 | 9754 | |
| 5 | 9617 | |
| 8 | 9274 | |
| 6 | 8681 |
| Value | Count | Frequency (%) |
| x | 84700 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 211750 |
Most frequent character per block
| Value | Count | Frequency (%) |
| x | 84700 | |
| 0 | 21162 | 10.0% |
| 1 | 16600 | 7.8% |
| 2 | 14373 | 6.8% |
| 9 | 13366 | 6.3% |
| 3 | 13295 | 6.3% |
| 7 | 10928 | 5.2% |
| 4 | 9754 | 4.6% |
| 5 | 9617 | 4.5% |
| 8 | 9274 | 4.4% |
addr_state
Categorical
| Distinct | 50 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| CA | |
|---|---|
| NY | |
| FL | |
| TX | |
| NJ | 1976 |
| Other values (45) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 84700 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AZ |
|---|---|
| 2nd row | GA |
| 3rd row | IL |
| 4th row | CA |
| 5th row | OR |
| Value | Count | Frequency (%) |
| CA | 7398 | |
| NY | 4045 | 9.6% |
| FL | 3093 | 7.3% |
| TX | 2896 | 6.8% |
| NJ | 1976 | 4.7% |
| IL | 1667 | 3.9% |
| PA | 1643 | 3.9% |
| GA | 1500 | 3.5% |
| VA | 1481 | 3.5% |
| MA | 1432 | 3.4% |
| Other values (40) | 15219 |
| Value | Count | Frequency (%) |
| ca | 7398 | |
| ny | 4045 | 9.6% |
| fl | 3093 | 7.3% |
| tx | 2896 | 6.8% |
| nj | 1976 | 4.7% |
| il | 1667 | 3.9% |
| pa | 1643 | 3.9% |
| ga | 1500 | 3.5% |
| va | 1481 | 3.5% |
| ma | 1432 | 3.4% |
| Other values (40) | 15219 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 16568 | |
| C | 10602 | |
| N | 8477 | |
| L | 5702 | 6.7% |
| M | 5081 | 6.0% |
| Y | 4488 | 5.3% |
| T | 4171 | 4.9% |
| O | 3717 | 4.4% |
| I | 3403 | 4.0% |
| F | 3093 | 3.7% |
| Other values (14) | 19398 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 84700 |
Most frequent character per category
| Value | Count | Frequency (%) |
| A | 16568 | |
| C | 10602 | |
| N | 8477 | |
| L | 5702 | 6.7% |
| M | 5081 | 6.0% |
| Y | 4488 | 5.3% |
| T | 4171 | 4.9% |
| O | 3717 | 4.4% |
| I | 3403 | 4.0% |
| F | 3093 | 3.7% |
| Other values (14) | 19398 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 84700 |
Most frequent character per script
| Value | Count | Frequency (%) |
| A | 16568 | |
| C | 10602 | |
| N | 8477 | |
| L | 5702 | 6.7% |
| M | 5081 | 6.0% |
| Y | 4488 | 5.3% |
| T | 4171 | 4.9% |
| O | 3717 | 4.4% |
| I | 3403 | 4.0% |
| F | 3093 | 3.7% |
| Other values (14) | 19398 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 84700 |
Most frequent character per block
| Value | Count | Frequency (%) |
| A | 16568 | |
| C | 10602 | |
| N | 8477 | |
| L | 5702 | 6.7% |
| M | 5081 | 6.0% |
| Y | 4488 | 5.3% |
| T | 4171 | 4.9% |
| O | 3717 | 4.4% |
| I | 3403 | 4.0% |
| F | 3093 | 3.7% |
| Other values (14) | 19398 |
dti
Real number (ℝ≥0)
| Distinct | 2894 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.38360496 |
|---|---|
| Minimum | 0 |
| Maximum | 29.99 |
| Zeros | 199 |
| Zeros (%) | 0.5% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.11 |
| Q1 | 8.21 |
| median | 13.48 |
| Q3 | 18.69 |
| 95-th percentile | 23.92 |
| Maximum | 29.99 |
| Range | 29.99 |
| Interquartile range (IQR) | 10.48 |
Descriptive statistics
| Standard deviation | 6.72334128 |
|---|---|
| Coefficient of variation (CV) | 0.5023565251 |
| Kurtosis | -0.8509484411 |
| Mean | 13.38360496 |
| Median Absolute Deviation (MAD) | 5.24 |
| Skewness | -0.03053296036 |
| Sum | 566795.67 |
| Variance | 45.20331797 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 199 | 0.5% |
| 12 | 54 | 0.1% |
| 18 | 46 | 0.1% |
| 19.2 | 45 | 0.1% |
| 13.2 | 43 | 0.1% |
| 13.5 | 41 | 0.1% |
| 16.8 | 41 | 0.1% |
| 12.48 | 40 | 0.1% |
| 14.29 | 38 | 0.1% |
| 4.8 | 37 | 0.1% |
| Other values (2884) | 41766 |
| Value | Count | Frequency (%) |
| 0 | 199 | |
| 0.01 | 3 | < 0.1% |
| 0.02 | 5 | < 0.1% |
| 0.03 | 2 | < 0.1% |
| 0.04 | 3 | < 0.1% |
| 0.05 | 2 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.07 | 5 | < 0.1% |
| 0.08 | 5 | < 0.1% |
| 0.09 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 29.99 | 1 | < 0.1% |
| 29.96 | 1 | < 0.1% |
| 29.95 | 2 | |
| 29.93 | 3 | |
| 29.92 | 2 | |
| 29.9 | 1 | < 0.1% |
| 29.89 | 1 | < 0.1% |
| 29.88 | 1 | < 0.1% |
| 29.86 | 2 | |
| 29.85 | 1 | < 0.1% |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.152325856 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros | 37632 |
| Zeros (%) | 88.9% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5118802971 |
|---|---|
| Coefficient of variation (CV) | 3.360429481 |
| Kurtosis | 51.29476705 |
| Mean | 0.152325856 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.439434812 |
| Sum | 6451 |
| Variance | 0.2620214386 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37632 | |
| 1 | 3584 | 8.5% |
| 2 | 769 | 1.8% |
| 3 | 242 | 0.6% |
| 4 | 70 | 0.2% |
| 5 | 27 | 0.1% |
| 6 | 13 | < 0.1% |
| 7 | 6 | < 0.1% |
| 8 | 3 | < 0.1% |
| 11 | 2 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 37632 | |
| 1 | 3584 | 8.5% |
| 2 | 769 | 1.8% |
| 3 | 242 | 0.6% |
| 4 | 70 | 0.2% |
| 5 | 27 | 0.1% |
| 6 | 13 | < 0.1% |
| 7 | 6 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 3 | < 0.1% |
| 7 | 6 | < 0.1% |
| 6 | 13 | < 0.1% |
| 5 | 27 | 0.1% |
| 4 | 70 | 0.2% |
| 3 | 242 | 0.6% |
| 2 | 769 |
| Distinct | 530 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| Oct-1999 | 393 |
|---|---|
| Nov-1998 | 390 |
| Oct-2000 | 368 |
| Dec-1998 | 366 |
| Dec-1997 | 347 |
| Other values (525) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 338800 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 35 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Jan-1985 |
|---|---|
| 2nd row | Apr-1999 |
| 3rd row | Nov-2001 |
| 4th row | Feb-1996 |
| 5th row | Jan-1996 |
| Value | Count | Frequency (%) |
| Oct-1999 | 393 | 0.9% |
| Nov-1998 | 390 | 0.9% |
| Oct-2000 | 368 | 0.9% |
| Dec-1998 | 366 | 0.9% |
| Dec-1997 | 347 | 0.8% |
| Nov-2000 | 339 | 0.8% |
| Nov-1999 | 335 | 0.8% |
| Oct-1998 | 332 | 0.8% |
| Sep-2000 | 325 | 0.8% |
| Nov-1997 | 318 | 0.8% |
| Other values (520) | 38837 |
| Value | Count | Frequency (%) |
| oct-1999 | 393 | 0.9% |
| nov-1998 | 390 | 0.9% |
| oct-2000 | 368 | 0.9% |
| dec-1998 | 366 | 0.9% |
| dec-1997 | 347 | 0.8% |
| nov-2000 | 339 | 0.8% |
| nov-1999 | 335 | 0.8% |
| oct-1998 | 332 | 0.8% |
| sep-2000 | 325 | 0.8% |
| nov-1997 | 318 | 0.8% |
| Other values (520) | 38837 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 51392 | |
| - | 42350 | 12.5% |
| 0 | 36460 | 10.8% |
| 1 | 30461 | 9.0% |
| 2 | 19346 | 5.7% |
| e | 11188 | 3.3% |
| J | 10067 | 3.0% |
| u | 9917 | 2.9% |
| a | 9738 | 2.9% |
| 8 | 9006 | 2.7% |
| Other values (23) | 108875 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 169400 | |
| Lowercase Letter | 84700 | |
| Uppercase Letter | 42350 | 12.5% |
| Dash Punctuation | 42350 | 12.5% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 11188 | |
| u | 9917 | |
| a | 9738 | |
| c | 8674 | |
| n | 6802 | |
| p | 6770 | |
| r | 5933 | |
| t | 4371 | 5.2% |
| o | 4182 | 4.9% |
| v | 4182 | 4.9% |
| Other values (4) | 12943 |
| Value | Count | Frequency (%) |
| 9 | 51392 | |
| 0 | 36460 | |
| 1 | 30461 | |
| 2 | 19346 | 11.4% |
| 8 | 9006 | 5.3% |
| 7 | 5146 | 3.0% |
| 4 | 4549 | 2.7% |
| 6 | 4532 | 2.7% |
| 5 | 4495 | 2.7% |
| 3 | 4013 | 2.4% |
| Value | Count | Frequency (%) |
| J | 10067 | |
| A | 6467 | |
| M | 6075 | |
| O | 4371 | |
| D | 4303 | |
| N | 4182 | |
| S | 3816 | 9.0% |
| F | 3069 | 7.2% |
| Value | Count | Frequency (%) |
| - | 42350 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 211750 | |
| Latin | 127050 |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 11188 | 8.8% |
| J | 10067 | 7.9% |
| u | 9917 | 7.8% |
| a | 9738 | 7.7% |
| c | 8674 | 6.8% |
| n | 6802 | 5.4% |
| p | 6770 | 5.3% |
| A | 6467 | 5.1% |
| M | 6075 | 4.8% |
| r | 5933 | 4.7% |
| Other values (12) | 45419 |
| Value | Count | Frequency (%) |
| 9 | 51392 | |
| - | 42350 | |
| 0 | 36460 | |
| 1 | 30461 | |
| 2 | 19346 | 9.1% |
| 8 | 9006 | 4.3% |
| 7 | 5146 | 2.4% |
| 4 | 4549 | 2.1% |
| 6 | 4532 | 2.1% |
| 5 | 4495 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 338800 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 9 | 51392 | |
| - | 42350 | 12.5% |
| 0 | 36460 | 10.8% |
| 1 | 30461 | 9.0% |
| 2 | 19346 | 5.7% |
| e | 11188 | 3.3% |
| J | 10067 | 3.0% |
| u | 9917 | 2.9% |
| a | 9738 | 2.9% |
| 8 | 9006 | 2.7% |
| Other values (23) | 108875 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 713.0929162 |
|---|---|
| Minimum | 610 |
| Maximum | 825 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 610 |
|---|---|
| 5-th percentile | 665 |
| Q1 | 685 |
| median | 710 |
| Q3 | 740 |
| 95-th percentile | 780 |
| Maximum | 825 |
| Range | 215 |
| Interquartile range (IQR) | 55 |
Descriptive statistics
| Standard deviation | 36.18989634 |
|---|---|
| Coefficient of variation (CV) | 0.05075060419 |
| Kurtosis | -0.4980942286 |
| Mean | 713.0929162 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 0.4634056282 |
| Sum | 30199485 |
| Variance | 1309.708597 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 685 | 2301 | 5.4% |
| 700 | 2258 | 5.3% |
| 680 | 2213 | 5.2% |
| 695 | 2187 | 5.2% |
| 690 | 2182 | 5.2% |
| 675 | 1985 | 4.7% |
| 705 | 1964 | 4.6% |
| 720 | 1939 | 4.6% |
| 725 | 1889 | 4.5% |
| 715 | 1882 | 4.4% |
| Other values (34) | 21550 |
| Value | Count | Frequency (%) |
| 610 | 2 | < 0.1% |
| 615 | 1 | < 0.1% |
| 620 | 1 | < 0.1% |
| 625 | 2 | < 0.1% |
| 630 | 6 | < 0.1% |
| 635 | 5 | < 0.1% |
| 640 | 100 | |
| 645 | 112 | |
| 650 | 131 | |
| 655 | 127 |
| Value | Count | Frequency (%) |
| 825 | 3 | < 0.1% |
| 820 | 19 | < 0.1% |
| 815 | 28 | 0.1% |
| 810 | 125 | 0.3% |
| 805 | 193 | 0.5% |
| 800 | 253 | |
| 795 | 336 | |
| 790 | 421 | |
| 785 | 405 | |
| 780 | 572 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 717.0929162 |
|---|---|
| Minimum | 614 |
| Maximum | 829 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 614 |
|---|---|
| 5-th percentile | 669 |
| Q1 | 689 |
| median | 714 |
| Q3 | 744 |
| 95-th percentile | 784 |
| Maximum | 829 |
| Range | 215 |
| Interquartile range (IQR) | 55 |
Descriptive statistics
| Standard deviation | 36.18989634 |
|---|---|
| Coefficient of variation (CV) | 0.05046751338 |
| Kurtosis | -0.4980942286 |
| Mean | 717.0929162 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 0.4634056282 |
| Sum | 30368885 |
| Variance | 1309.708597 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 689 | 2301 | 5.4% |
| 704 | 2258 | 5.3% |
| 684 | 2213 | 5.2% |
| 699 | 2187 | 5.2% |
| 694 | 2182 | 5.2% |
| 679 | 1985 | 4.7% |
| 709 | 1964 | 4.6% |
| 724 | 1939 | 4.6% |
| 729 | 1889 | 4.5% |
| 719 | 1882 | 4.4% |
| Other values (34) | 21550 |
| Value | Count | Frequency (%) |
| 614 | 2 | < 0.1% |
| 619 | 1 | < 0.1% |
| 624 | 1 | < 0.1% |
| 629 | 2 | < 0.1% |
| 634 | 6 | < 0.1% |
| 639 | 5 | < 0.1% |
| 644 | 100 | |
| 649 | 112 | |
| 654 | 131 | |
| 659 | 127 |
| Value | Count | Frequency (%) |
| 829 | 3 | < 0.1% |
| 824 | 19 | < 0.1% |
| 819 | 28 | 0.1% |
| 814 | 125 | 0.3% |
| 809 | 193 | 0.5% |
| 804 | 253 | |
| 799 | 336 | |
| 794 | 421 | |
| 789 | 405 | |
| 784 | 572 |
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.079645809 |
|---|---|
| Minimum | 0 |
| Maximum | 33 |
| Zeros | 19606 |
| Zeros (%) | 46.3% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 33 |
| Range | 33 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.526551198 |
|---|---|
| Coefficient of variation (CV) | 1.413937039 |
| Kurtosis | 31.14815404 |
| Mean | 1.079645809 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.464906217 |
| Sum | 45723 |
| Variance | 2.330358561 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19606 | |
| 1 | 11204 | |
| 2 | 5962 | 14.1% |
| 3 | 3164 | 7.5% |
| 4 | 1048 | 2.5% |
| 5 | 592 | 1.4% |
| 6 | 334 | 0.8% |
| 7 | 181 | 0.4% |
| 8 | 114 | 0.3% |
| 9 | 50 | 0.1% |
| Other values (18) | 95 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 19606 | |
| 1 | 11204 | |
| 2 | 5962 | 14.1% |
| 3 | 3164 | 7.5% |
| 4 | 1048 | 2.5% |
| 5 | 592 | 1.4% |
| 6 | 334 | 0.8% |
| 7 | 181 | 0.4% |
| 8 | 114 | 0.3% |
| 9 | 50 | 0.1% |
| Value | Count | Frequency (%) |
| 33 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 2 | |
| 20 | 1 | < 0.1% |
| 19 | 2 | |
| 18 | 4 |
open_acc
Real number (ℝ≥0)
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.355088548 |
|---|---|
| Minimum | 1 |
| Maximum | 47 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| median | 9 |
| Q3 | 12 |
| 95-th percentile | 18 |
| Maximum | 47 |
| Range | 46 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.493806239 |
|---|---|
| Coefficient of variation (CV) | 0.4803595622 |
| Kurtosis | 1.941439942 |
| Mean | 9.355088548 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.044050346 |
| Sum | 396188 |
| Variance | 20.19429452 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 4237 | |
| 8 | 4163 | |
| 6 | 4156 | |
| 9 | 3911 | |
| 10 | 3383 | 8.0% |
| 5 | 3358 | 7.9% |
| 11 | 2939 | 6.9% |
| 4 | 2489 | 5.9% |
| 12 | 2395 | 5.7% |
| 13 | 2054 | 4.9% |
| Other values (34) | 9265 |
| Value | Count | Frequency (%) |
| 1 | 34 | 0.1% |
| 2 | 667 | 1.6% |
| 3 | 1592 | 3.8% |
| 4 | 2489 | |
| 5 | 3358 | |
| 6 | 4156 | |
| 7 | 4237 | |
| 8 | 4163 | |
| 9 | 3911 | |
| 10 | 3383 |
| Value | Count | Frequency (%) |
| 47 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 42 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 38 | 2 | |
| 37 | 1 | < 0.1% |
| 36 | 2 | |
| 35 | 4 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05813459268 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 39984 |
| Zeros (%) | 94.4% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2457157345 |
|---|---|
| Coefficient of variation (CV) | 4.226669925 |
| Kurtosis | 26.89432834 |
| Mean | 0.05813459268 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.609349912 |
| Sum | 2462 |
| Variance | 0.06037622217 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39984 | |
| 1 | 2288 | 5.4% |
| 2 | 64 | 0.2% |
| 3 | 11 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 39984 | |
| 1 | 2288 | 5.4% |
| 2 | 64 | 0.2% |
| 3 | 11 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 3 | 11 | < 0.1% |
| 2 | 64 | 0.2% |
| 1 | 2288 | 5.4% |
| 0 | 39984 |
| Distinct | 22691 |
|---|---|
| Distinct (%) | 53.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14330.05962 |
|---|---|
| Minimum | 0 |
| Maximum | 1207359 |
| Zeros | 1028 |
| Zeros (%) | 2.4% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 319 |
| Q1 | 3670 |
| median | 8858 |
| Q3 | 17283.75 |
| 95-th percentile | 44587.1 |
| Maximum | 1207359 |
| Range | 1207359 |
| Interquartile range (IQR) | 13613.75 |
Descriptive statistics
| Standard deviation | 21986.93728 |
|---|---|
| Coefficient of variation (CV) | 1.534322805 |
| Kurtosis | 349.0122448 |
| Mean | 14330.05962 |
| Median Absolute Deviation (MAD) | 6097 |
| Skewness | 11.03939013 |
| Sum | 606878025 |
| Variance | 483425411.1 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1028 | 2.4% |
| 255 | 14 | < 0.1% |
| 298 | 14 | < 0.1% |
| 1 | 13 | < 0.1% |
| 682 | 12 | < 0.1% |
| 6 | 10 | < 0.1% |
| 400 | 10 | < 0.1% |
| 52 | 10 | < 0.1% |
| 39 | 10 | < 0.1% |
| 5272 | 9 | < 0.1% |
| Other values (22681) | 41220 |
| Value | Count | Frequency (%) |
| 0 | 1028 | |
| 1 | 13 | < 0.1% |
| 2 | 6 | < 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 10 | < 0.1% |
| 7 | 6 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 1207359 | 1 | |
| 952013 | 1 | |
| 602519 | 1 | |
| 508961 | 1 | |
| 487589 | 1 | |
| 465731 | 1 | |
| 423189 | 1 | |
| 407794 | 1 | |
| 401941 | 1 | |
| 394107 | 1 |
| Distinct | 1119 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| 0% | 1068 |
|---|---|
| 40.7% | 65 |
| 0.2% | 63 |
| 63% | 63 |
| 66.6% | 62 |
| Other values (1114) |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 4.646328217 |
| Min length | 2 |
Characters and Unicode
| Total characters | 196772 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 115 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | 83.7% |
|---|---|
| 2nd row | 9.4% |
| 3rd row | 98.5% |
| 4th row | 21% |
| 5th row | 53.9% |
| Value | Count | Frequency (%) |
| 0% | 1068 | 2.5% |
| 40.7% | 65 | 0.2% |
| 0.2% | 63 | 0.1% |
| 63% | 63 | 0.1% |
| 66.6% | 62 | 0.1% |
| 0.1% | 61 | 0.1% |
| 70.4% | 61 | 0.1% |
| 64.6% | 60 | 0.1% |
| 37.6% | 60 | 0.1% |
| 46.4% | 59 | 0.1% |
| Other values (1109) | 40728 |
| Value | Count | Frequency (%) |
| 0 | 1068 | 2.5% |
| 40.7 | 65 | 0.2% |
| 63 | 63 | 0.1% |
| 0.2 | 63 | 0.1% |
| 66.6 | 62 | 0.1% |
| 70.4 | 61 | 0.1% |
| 0.1 | 61 | 0.1% |
| 37.6 | 60 | 0.1% |
| 64.6 | 60 | 0.1% |
| 66.7 | 59 | 0.1% |
| Other values (1109) | 40728 |
Most occurring characters
| Value | Count | Frequency (%) |
| % | 42350 | |
| . | 37165 | |
| 4 | 12893 | 6.6% |
| 5 | 12878 | 6.5% |
| 6 | 12815 | 6.5% |
| 7 | 12812 | 6.5% |
| 3 | 12631 | 6.4% |
| 2 | 12303 | 6.3% |
| 8 | 12234 | 6.2% |
| 1 | 11797 | 6.0% |
| Other values (2) | 16894 | 8.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 117257 | |
| Other Punctuation | 79515 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 4 | 12893 | |
| 5 | 12878 | |
| 6 | 12815 | |
| 7 | 12812 | |
| 3 | 12631 | |
| 2 | 12303 | |
| 8 | 12234 | |
| 1 | 11797 | |
| 9 | 11580 | |
| 0 | 5314 |
| Value | Count | Frequency (%) |
| % | 42350 | |
| . | 37165 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 196772 |
Most frequent character per script
| Value | Count | Frequency (%) |
| % | 42350 | |
| . | 37165 | |
| 4 | 12893 | 6.6% |
| 5 | 12878 | 6.5% |
| 6 | 12815 | 6.5% |
| 7 | 12812 | 6.5% |
| 3 | 12631 | 6.4% |
| 2 | 12303 | 6.3% |
| 8 | 12234 | 6.2% |
| 1 | 11797 | 6.0% |
| Other values (2) | 16894 | 8.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 196772 |
Most frequent character per block
| Value | Count | Frequency (%) |
| % | 42350 | |
| . | 37165 | |
| 4 | 12893 | 6.6% |
| 5 | 12878 | 6.5% |
| 6 | 12815 | 6.5% |
| 7 | 12812 | 6.5% |
| 3 | 12631 | 6.4% |
| 2 | 12303 | 6.3% |
| 8 | 12234 | 6.2% |
| 1 | 11797 | 6.0% |
| Other values (2) | 16894 | 8.6% |
total_acc
Real number (ℝ≥0)
| Distinct | 83 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.15279811 |
|---|---|
| Minimum | 1 |
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 13 |
| median | 20 |
| Q3 | 29 |
| 95-th percentile | 44 |
| Maximum | 90 |
| Range | 89 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.585441 |
|---|---|
| Coefficient of variation (CV) | 0.5229786747 |
| Kurtosis | 0.6627622935 |
| Mean | 22.15279811 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.8230335865 |
| Sum | 938171 |
| Variance | 134.2224431 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 1548 | 3.7% |
| 16 | 1545 | 3.6% |
| 17 | 1539 | 3.6% |
| 14 | 1525 | 3.6% |
| 20 | 1503 | 3.5% |
| 18 | 1490 | 3.5% |
| 21 | 1481 | 3.5% |
| 13 | 1478 | 3.5% |
| 12 | 1409 | 3.3% |
| 19 | 1400 | 3.3% |
| Other values (73) | 27432 |
| Value | Count | Frequency (%) |
| 1 | 20 | < 0.1% |
| 2 | 39 | 0.1% |
| 3 | 232 | 0.5% |
| 4 | 476 | 1.1% |
| 5 | 610 | |
| 6 | 750 | |
| 7 | 888 | |
| 8 | 1063 | |
| 9 | 1141 | |
| 10 | 1255 |
| Value | Count | Frequency (%) |
| 90 | 1 | |
| 87 | 1 | |
| 81 | 1 | |
| 80 | 1 | |
| 79 | 2 | |
| 78 | 1 | |
| 77 | 1 | |
| 76 | 2 | |
| 75 | 2 | |
| 74 | 1 |
| Distinct | 42213 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12058.63076 |
|---|---|
| Minimum | 33.97 |
| Maximum | 58886.47343 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 33.97 |
|---|---|
| 5-th percentile | 1850.57112 |
| Q1 | 5491.729912 |
| median | 9725.69238 |
| Q3 | 16448.98543 |
| 95-th percentile | 30242.12214 |
| Maximum | 58886.47343 |
| Range | 58852.50343 |
| Interquartile range (IQR) | 10957.25551 |
Descriptive statistics
| Standard deviation | 9091.066015 |
|---|---|
| Coefficient of variation (CV) | 0.7539053314 |
| Kurtosis | 2.175082401 |
| Mean | 12058.63076 |
| Median Absolute Deviation (MAD) | 5004.577438 |
| Skewness | 1.379720177 |
| Sum | 510683012.5 |
| Variance | 82647481.3 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 12029.45 | 6 | < 0.1% |
| 5614.27944 | 3 | < 0.1% |
| 11784.23223 | 3 | < 0.1% |
| 26687.23 | 3 | < 0.1% |
| 11955.39921 | 3 | < 0.1% |
| 10956.77596 | 3 | < 0.1% |
| 5981.389324 | 3 | < 0.1% |
| 11553.89594 | 3 | < 0.1% |
| 11804.68932 | 3 | < 0.1% |
| 11437.69145 | 3 | < 0.1% |
| Other values (42203) | 42317 |
| Value | Count | Frequency (%) |
| 33.97 | 1 | |
| 35.9 | 1 | |
| 58.03 | 1 | |
| 66.94 | 1 | |
| 69.78 | 1 | |
| 70.07 | 1 | |
| 76.64 | 1 | |
| 76.71 | 1 | |
| 78.97 | 1 | |
| 83.89 | 1 |
| Value | Count | Frequency (%) |
| 58886.47343 | 1 | |
| 58563.67993 | 1 | |
| 58480.13992 | 1 | |
| 58133.3199 | 1 | |
| 58090.95207 | 1 | |
| 58071.19982 | 1 | |
| 58071.19977 | 1 | |
| 57997.27995 | 1 | |
| 57835.27991 | 1 | |
| 57143.25996 | 1 |
| Distinct | 39959 |
|---|---|
| Distinct (%) | 94.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11352.63352 |
|---|---|
| Minimum | 0 |
| Maximum | 58563.68 |
| Zeros | 267 |
| Zeros (%) | 0.6% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1194.472 |
| Q1 | 4845.9675 |
| median | 8997.825 |
| Q3 | 15578.5025 |
| 95-th percentile | 29671.135 |
| Maximum | 58563.68 |
| Range | 58563.68 |
| Interquartile range (IQR) | 10732.535 |
Descriptive statistics
| Standard deviation | 9034.480426 |
|---|---|
| Coefficient of variation (CV) | 0.7958048158 |
| Kurtosis | 2.220739567 |
| Mean | 11352.63352 |
| Median Absolute Deviation (MAD) | 4967.84 |
| Skewness | 1.393465304 |
| Sum | 480784029.5 |
| Variance | 81621836.57 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 267 | 0.6% |
| 6514.52 | 16 | < 0.1% |
| 5478.39 | 14 | < 0.1% |
| 13148.14 | 14 | < 0.1% |
| 6717.95 | 12 | < 0.1% |
| 11196.57 | 12 | < 0.1% |
| 10956.78 | 12 | < 0.1% |
| 13517.36 | 11 | < 0.1% |
| 7328.92 | 11 | < 0.1% |
| 5557.03 | 11 | < 0.1% |
| Other values (39949) | 41970 |
| Value | Count | Frequency (%) |
| 0 | 267 | |
| 0.54 | 1 | < 0.1% |
| 0.92 | 1 | < 0.1% |
| 11.22 | 1 | < 0.1% |
| 12.65 | 1 | < 0.1% |
| 16.82 | 1 | < 0.1% |
| 18.97 | 1 | < 0.1% |
| 20.98 | 1 | < 0.1% |
| 21.6 | 1 | < 0.1% |
| 24.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 58563.68 | 1 | |
| 58514.93 | 1 | |
| 58438.37 | 1 | |
| 58056.4 | 1 | |
| 57967.53 | 1 | |
| 57953.69 | 1 | |
| 57863.51 | 1 | |
| 57672.74 | 1 | |
| 57628.73 | 1 | |
| 57143.26 | 1 |
| Distinct | 7669 |
|---|---|
| Distinct (%) | 18.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9707.626804 |
|---|---|
| Minimum | 0 |
| Maximum | 35000.02 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1267.178 |
| Q1 | 4499.9925 |
| median | 8000 |
| Q3 | 13500 |
| 95-th percentile | 24999.99 |
| Maximum | 35000.02 |
| Range | 35000.02 |
| Interquartile range (IQR) | 9000.0075 |
Descriptive statistics
| Standard deviation | 7100.759155 |
|---|---|
| Coefficient of variation (CV) | 0.7314619008 |
| Kurtosis | 1.143551258 |
| Mean | 9707.626804 |
| Median Absolute Deviation (MAD) | 4000 |
| Skewness | 1.137232723 |
| Sum | 411117995.1 |
| Variance | 50420780.57 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 2431 | 5.7% |
| 12000 | 1956 | 4.6% |
| 5000 | 1853 | 4.4% |
| 6000 | 1751 | 4.1% |
| 15000 | 1528 | 3.6% |
| 8000 | 1411 | 3.3% |
| 20000 | 1199 | 2.8% |
| 4000 | 1045 | 2.5% |
| 3000 | 969 | 2.3% |
| 7000 | 900 | 2.1% |
| Other values (7659) | 27307 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 21.21 | 1 | < 0.1% |
| 21.93 | 1 | < 0.1% |
| 22.24 | 1 | < 0.1% |
| 22.5 | 1 | < 0.1% |
| 23.68 | 1 | < 0.1% |
| 24.87 | 1 | < 0.1% |
| 30.32 | 1 | < 0.1% |
| 32.51 | 1 | < 0.1% |
| 34.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 35000.02 | 2 | < 0.1% |
| 35000.01 | 1 | < 0.1% |
| 35000 | 418 | |
| 34999.99 | 7 | < 0.1% |
| 34999.98 | 1 | < 0.1% |
| 34999.97 | 1 | < 0.1% |
| 34800 | 1 | < 0.1% |
| 34675 | 1 | < 0.1% |
| 34525 | 1 | < 0.1% |
| 34475.01 | 1 | < 0.1% |
total_rec_int
Real number (ℝ≥0)
| Distinct | 37374 |
|---|---|
| Distinct (%) | 88.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2247.371068 |
|---|---|
| Minimum | 3.54 |
| Maximum | 23886.47 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 3.54 |
|---|---|
| 5-th percentile | 190.31 |
| Q1 | 662.68 |
| median | 1344.735 |
| Q3 | 2811.5325 |
| 95-th percentile | 7474.0995 |
| Maximum | 23886.47 |
| Range | 23882.93 |
| Interquartile range (IQR) | 2148.8525 |
Descriptive statistics
| Standard deviation | 2587.336124 |
|---|---|
| Coefficient of variation (CV) | 1.151272329 |
| Kurtosis | 10.0474353 |
| Mean | 2247.371068 |
| Median Absolute Deviation (MAD) | 860.025 |
| Skewness | 2.706185526 |
| Sum | 95176164.74 |
| Variance | 6694308.218 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1196.57 | 26 | 0.1% |
| 514.52 | 19 | < 0.1% |
| 1148.14 | 17 | < 0.1% |
| 1784.23 | 17 | < 0.1% |
| 956.78 | 17 | < 0.1% |
| 717.95 | 17 | < 0.1% |
| 478.39 | 16 | < 0.1% |
| 1907.35 | 14 | < 0.1% |
| 557.03 | 13 | < 0.1% |
| 1435.9 | 13 | < 0.1% |
| Other values (37364) | 42181 |
| Value | Count | Frequency (%) |
| 3.54 | 1 | |
| 6.22 | 1 | |
| 6.27 | 1 | |
| 7.19 | 1 | |
| 7.2 | 2 | |
| 8.06 | 1 | |
| 8.23 | 1 | |
| 8.92 | 1 | |
| 9.34 | 1 | |
| 9.49 | 1 |
| Value | Count | Frequency (%) |
| 23886.47 | 1 | |
| 23563.68 | 1 | |
| 23480.14 | 1 | |
| 23090.95 | 1 | |
| 23084.93 | 1 | |
| 23071.2 | 2 | |
| 22997.28 | 1 | |
| 22835.28 | 1 | |
| 22700.39 | 1 | |
| 22143.26 | 1 |
| Distinct | 2287 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.516277014 |
|---|---|
| Minimum | 0 |
| Maximum | 209 |
| Zeros | 39972 |
| Zeros (%) | 94.4% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 14.97971029 |
| Maximum | 209 |
| Range | 209 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.821095463 |
|---|---|
| Coefficient of variation (CV) | 5.158091424 |
| Kurtosis | 100.8469328 |
| Mean | 1.516277014 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.318175938 |
| Sum | 64214.33155 |
| Variance | 61.16953425 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39972 | |
| 15 | 69 | 0.2% |
| 30 | 8 | < 0.1% |
| 45 | 3 | < 0.1% |
| 15 | 2 | < 0.1% |
| 15 | 2 | < 0.1% |
| 15 | 2 | < 0.1% |
| 15.00000001 | 2 | < 0.1% |
| 15.00000001 | 2 | < 0.1% |
| 15.79 | 2 | < 0.1% |
| Other values (2277) | 2286 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 39972 | |
| 0.01 | 1 | < 0.1% |
| 0.0607997508 | 1 | < 0.1% |
| 0.0737871041 | 1 | < 0.1% |
| 0.1017045619 | 1 | < 0.1% |
| 0.1399999991 | 1 | < 0.1% |
| 0.1800829035 | 1 | < 0.1% |
| 0.1847736202 | 1 | < 0.1% |
| 0.27 | 1 | < 0.1% |
| 0.3020365533 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 209 | 1 | |
| 180.2 | 1 | |
| 170.7600004 | 1 | |
| 166.4297107 | 1 | |
| 165.69 | 1 | |
| 146.6000003 | 1 | |
| 146.04 | 1 | |
| 143.0930454 | 1 | |
| 134.0700007 | 1 | |
| 130.5970372 | 1 |
| Distinct | 4998 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.1166995 |
|---|---|
| Minimum | 0 |
| Maximum | 29623.35 |
| Zeros | 36077 |
| Zeros (%) | 85.2% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 388.5375 |
| Maximum | 29623.35 |
| Range | 29623.35 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 733.5818909 |
|---|---|
| Coefficient of variation (CV) | 7.183760292 |
| Kurtosis | 391.183761 |
| Mean | 102.1166995 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.67123747 |
| Sum | 4324642.223 |
| Variance | 538142.3907 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36077 | |
| 0.3 | 14 | < 0.1% |
| 1.8 | 11 | < 0.1% |
| 0.96 | 10 | < 0.1% |
| 1.2 | 10 | < 0.1% |
| 0.9 | 9 | < 0.1% |
| 1.76 | 9 | < 0.1% |
| 0.26 | 9 | < 0.1% |
| 0.72 | 9 | < 0.1% |
| 6.3 | 9 | < 0.1% |
| Other values (4988) | 6183 | 14.6% |
| Value | Count | Frequency (%) |
| 0 | 36077 | |
| 0.01 | 7 | < 0.1% |
| 0.02 | 3 | < 0.1% |
| 0.03 | 4 | < 0.1% |
| 0.04 | 6 | < 0.1% |
| 0.05 | 2 | < 0.1% |
| 0.06 | 8 | < 0.1% |
| 0.07 | 3 | < 0.1% |
| 0.08 | 5 | < 0.1% |
| 0.09 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 29623.35 | 1 | |
| 27750 | 1 | |
| 27009.47 | 1 | |
| 22943.37 | 1 | |
| 21811.73 | 1 | |
| 20504.01 | 1 | |
| 20008.4 | 1 | |
| 19916.78 | 1 | |
| 19508.26 | 1 | |
| 18694.79 | 1 |
| Distinct | 2870 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.2615717 |
|---|---|
| Minimum | 0 |
| Maximum | 7002.19 |
| Zeros | 38100 |
| Zeros (%) | 90.0% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5.677839998 |
| Maximum | 7002.19 |
| Range | 7002.19 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 161.8943878 |
|---|---|
| Coefficient of variation (CV) | 11.35179146 |
| Kurtosis | 654.6901251 |
| Mean | 14.2615717 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.55504187 |
| Sum | 603977.5614 |
| Variance | 26209.79279 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38100 | |
| 2 | 14 | < 0.1% |
| 1.2 | 11 | < 0.1% |
| 1.6 | 10 | < 0.1% |
| 1.88 | 9 | < 0.1% |
| 2.02 | 9 | < 0.1% |
| 3.23 | 9 | < 0.1% |
| 1.8 | 9 | < 0.1% |
| 1.44 | 9 | < 0.1% |
| 3.71 | 9 | < 0.1% |
| Other values (2860) | 4161 | 9.8% |
| Value | Count | Frequency (%) |
| 0 | 38100 | |
| 0.0449999999 | 1 | < 0.1% |
| 0.063 | 1 | < 0.1% |
| 0.0745000012 | 1 | < 0.1% |
| 0.1181 | 1 | < 0.1% |
| 0.1347999947 | 1 | < 0.1% |
| 0.1393000004 | 1 | < 0.1% |
| 0.14 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.18 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7002.19 | 1 | |
| 6972.59 | 1 | |
| 6543.04 | 1 | |
| 5774.8 | 1 | |
| 5602.72 | 1 | |
| 5569.92 | 1 | |
| 5216.74 | 1 | |
| 5192.99 | 1 | |
| 5036.01 | 1 | |
| 4902.08 | 1 |
| Distinct | 112 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| Mar-2013 | 1068 |
|---|---|
| Dec-2014 | 948 |
| May-2013 | 942 |
| Feb-2013 | 905 |
| Mar-2012 | 892 |
| Other values (107) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 338800 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Jan-2015 |
|---|---|
| 2nd row | Apr-2013 |
| 3rd row | Jun-2014 |
| 4th row | Jan-2015 |
| 5th row | Jan-2017 |
| Value | Count | Frequency (%) |
| Mar-2013 | 1068 | 2.5% |
| Dec-2014 | 948 | 2.2% |
| May-2013 | 942 | 2.2% |
| Feb-2013 | 905 | 2.1% |
| Mar-2012 | 892 | 2.1% |
| Apr-2013 | 890 | 2.1% |
| Aug-2012 | 866 | 2.0% |
| Oct-2012 | 852 | 2.0% |
| Jan-2014 | 844 | 2.0% |
| Aug-2014 | 835 | 2.0% |
| Other values (102) | 33308 |
| Value | Count | Frequency (%) |
| mar-2013 | 1068 | 2.5% |
| dec-2014 | 948 | 2.2% |
| may-2013 | 942 | 2.2% |
| feb-2013 | 905 | 2.1% |
| mar-2012 | 892 | 2.1% |
| apr-2013 | 890 | 2.1% |
| aug-2012 | 866 | 2.0% |
| oct-2012 | 852 | 2.0% |
| jan-2014 | 844 | 2.0% |
| aug-2014 | 835 | 2.0% |
| Other values (102) | 33308 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 51680 | |
| 1 | 46924 | |
| 0 | 45899 | |
| - | 42350 | |
| e | 10766 | 3.2% |
| a | 10750 | 3.2% |
| u | 10455 | 3.1% |
| J | 10142 | 3.0% |
| 3 | 9796 | 2.9% |
| 4 | 9319 | 2.8% |
| Other values (23) | 90719 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 169400 | |
| Lowercase Letter | 84700 | |
| Uppercase Letter | 42350 | 12.5% |
| Dash Punctuation | 42350 | 12.5% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 10766 | |
| a | 10750 | |
| u | 10455 | |
| c | 7558 | |
| r | 7480 | |
| p | 6809 | |
| n | 6545 | |
| t | 3655 | 4.3% |
| l | 3597 | 4.2% |
| g | 3579 | 4.2% |
| Other values (4) | 13506 |
| Value | Count | Frequency (%) |
| 2 | 51680 | |
| 1 | 46924 | |
| 0 | 45899 | |
| 3 | 9796 | 5.8% |
| 4 | 9319 | 5.5% |
| 5 | 2508 | 1.5% |
| 6 | 2083 | 1.2% |
| 9 | 831 | 0.5% |
| 8 | 327 | 0.2% |
| 7 | 33 | < 0.1% |
| Value | Count | Frequency (%) |
| J | 10142 | |
| M | 7484 | |
| A | 7003 | |
| D | 3903 | 9.2% |
| O | 3655 | 8.6% |
| F | 3478 | 8.2% |
| S | 3385 | 8.0% |
| N | 3300 | 7.8% |
| Value | Count | Frequency (%) |
| - | 42350 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 211750 | |
| Latin | 127050 |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 10766 | 8.5% |
| a | 10750 | 8.5% |
| u | 10455 | 8.2% |
| J | 10142 | 8.0% |
| c | 7558 | 5.9% |
| M | 7484 | 5.9% |
| r | 7480 | 5.9% |
| A | 7003 | 5.5% |
| p | 6809 | 5.4% |
| n | 6545 | 5.2% |
| Other values (12) | 42058 |
| Value | Count | Frequency (%) |
| 2 | 51680 | |
| 1 | 46924 | |
| 0 | 45899 | |
| - | 42350 | |
| 3 | 9796 | 4.6% |
| 4 | 9319 | 4.4% |
| 5 | 2508 | 1.2% |
| 6 | 2083 | 1.0% |
| 9 | 831 | 0.4% |
| 8 | 327 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 338800 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2 | 51680 | |
| 1 | 46924 | |
| 0 | 45899 | |
| - | 42350 | |
| e | 10766 | 3.2% |
| a | 10750 | 3.2% |
| u | 10455 | 3.1% |
| J | 10142 | 3.0% |
| 3 | 9796 | 2.9% |
| 4 | 9319 | 2.8% |
| Other values (23) | 90719 |
last_pymnt_amnt
Real number (ℝ≥0)
| Distinct | 37205 |
|---|---|
| Distinct (%) | 87.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2623.355599 |
|---|---|
| Minimum | 0 |
| Maximum | 36115.2 |
| Zeros | 8 |
| Zeros (%) | < 0.1% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 41.049 |
| Q1 | 213.085 |
| median | 532.14 |
| Q3 | 3190.025 |
| 95-th percentile | 12051.05 |
| Maximum | 36115.2 |
| Range | 36115.2 |
| Interquartile range (IQR) | 2976.94 |
Descriptive statistics
| Standard deviation | 4391.378244 |
|---|---|
| Coefficient of variation (CV) | 1.673954628 |
| Kurtosis | 9.091750621 |
| Mean | 2623.355599 |
| Median Absolute Deviation (MAD) | 437.625 |
| Skewness | 2.743778387 |
| Sum | 111099109.6 |
| Variance | 19284202.88 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 200 | 19 | < 0.1% |
| 100 | 17 | < 0.1% |
| 50 | 17 | < 0.1% |
| 150 | 13 | < 0.1% |
| 400 | 12 | < 0.1% |
| 275.74 | 11 | < 0.1% |
| 500 | 11 | < 0.1% |
| 276.06 | 9 | < 0.1% |
| 324.42 | 8 | < 0.1% |
| 0 | 8 | < 0.1% |
| Other values (37195) | 42225 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 0.01 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.13 | 1 | < 0.1% |
| 0.16 | 2 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.22 | 1 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 36115.2 | 1 | |
| 35613.68 | 1 | |
| 35596.41 | 1 | |
| 35479.89 | 1 | |
| 35471.86 | 1 | |
| 35395.59 | 1 | |
| 35339.05 | 1 | |
| 35337.09 | 1 | |
| 35322.96 | 1 | |
| 35322.6 | 1 |
| Distinct | 133 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| Aug-2018 | |
|---|---|
| Oct-2016 | |
| Jul-2018 | 1230 |
| May-2018 | 732 |
| Feb-2017 | 707 |
| Other values (128) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 338800 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Aug-2018 |
|---|---|
| 2nd row | Oct-2016 |
| 3rd row | Jun-2017 |
| 4th row | Apr-2016 |
| 5th row | Apr-2018 |
| Value | Count | Frequency (%) |
| Aug-2018 | 9208 | 21.7% |
| Oct-2016 | 4016 | 9.5% |
| Jul-2018 | 1230 | 2.9% |
| May-2018 | 732 | 1.7% |
| Feb-2017 | 707 | 1.7% |
| Apr-2018 | 597 | 1.4% |
| Mar-2018 | 593 | 1.4% |
| Feb-2013 | 563 | 1.3% |
| Jan-2018 | 546 | 1.3% |
| Jun-2018 | 531 | 1.3% |
| Other values (123) | 23627 |
| Value | Count | Frequency (%) |
| aug-2018 | 9208 | 21.7% |
| oct-2016 | 4016 | 9.5% |
| jul-2018 | 1230 | 2.9% |
| may-2018 | 732 | 1.7% |
| feb-2017 | 707 | 1.7% |
| apr-2018 | 597 | 1.4% |
| mar-2018 | 593 | 1.4% |
| feb-2013 | 563 | 1.3% |
| jan-2018 | 546 | 1.3% |
| jun-2018 | 531 | 1.3% |
| Other values (123) | 23627 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 45174 | |
| 1 | 43827 | |
| 0 | 43464 | |
| - | 42350 | |
| u | 16794 | 5.0% |
| 8 | 14015 | 4.1% |
| A | 13756 | 4.1% |
| g | 11298 | 3.3% |
| c | 8149 | 2.4% |
| a | 7636 | 2.3% |
| Other values (23) | 92337 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 169400 | |
| Lowercase Letter | 84700 | |
| Uppercase Letter | 42350 | 12.5% |
| Dash Punctuation | 42350 | 12.5% |
Most frequent character per category
| Value | Count | Frequency (%) |
| u | 16794 | |
| g | 11298 | |
| c | 8149 | |
| a | 7636 | |
| e | 7420 | |
| t | 5880 | 6.9% |
| r | 5387 | 6.4% |
| p | 4456 | 5.3% |
| n | 4411 | 5.2% |
| l | 3212 | 3.8% |
| Other values (4) | 10057 |
| Value | Count | Frequency (%) |
| 2 | 45174 | |
| 1 | 43827 | |
| 0 | 43464 | |
| 8 | 14015 | 8.3% |
| 6 | 7344 | 4.3% |
| 7 | 5015 | 3.0% |
| 4 | 3966 | 2.3% |
| 3 | 3506 | 2.1% |
| 5 | 2848 | 1.7% |
| 9 | 241 | 0.1% |
| Value | Count | Frequency (%) |
| A | 13756 | |
| J | 7623 | |
| O | 5880 | |
| M | 5509 | |
| F | 3153 | 7.4% |
| D | 2269 | 5.4% |
| N | 2162 | 5.1% |
| S | 1998 | 4.7% |
| Value | Count | Frequency (%) |
| - | 42350 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 211750 | |
| Latin | 127050 |
Most frequent character per script
| Value | Count | Frequency (%) |
| u | 16794 | |
| A | 13756 | 10.8% |
| g | 11298 | 8.9% |
| c | 8149 | 6.4% |
| a | 7636 | 6.0% |
| J | 7623 | 6.0% |
| e | 7420 | 5.8% |
| O | 5880 | 4.6% |
| t | 5880 | 4.6% |
| M | 5509 | 4.3% |
| Other values (12) | 37105 |
| Value | Count | Frequency (%) |
| 2 | 45174 | |
| 1 | 43827 | |
| 0 | 43464 | |
| - | 42350 | |
| 8 | 14015 | 6.6% |
| 6 | 7344 | 3.5% |
| 7 | 5015 | 2.4% |
| 4 | 3966 | 1.9% |
| 3 | 3506 | 1.7% |
| 5 | 2848 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 338800 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2 | 45174 | |
| 1 | 43827 | |
| 0 | 43464 | |
| - | 42350 | |
| u | 16794 | 5.0% |
| 8 | 14015 | 4.1% |
| A | 13756 | 4.1% |
| g | 11298 | 3.3% |
| c | 8149 | 2.4% |
| a | 7636 | 2.3% |
| Other values (23) | 92337 |
last_fico_range_high
Real number (ℝ≥0)
| Distinct | 72 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 690.2846281 |
|---|---|
| Minimum | 0 |
| Maximum | 850 |
| Zeros | 19 |
| Zeros (%) | < 0.1% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 534 |
| Q1 | 644 |
| median | 699 |
| Q3 | 749 |
| 95-th percentile | 804 |
| Maximum | 850 |
| Range | 850 |
| Interquartile range (IQR) | 105 |
Descriptive statistics
| Standard deviation | 80.30934799 |
|---|---|
| Coefficient of variation (CV) | 0.1163423677 |
| Kurtosis | 1.973712356 |
| Mean | 690.2846281 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | -0.7667598074 |
| Sum | 29233554 |
| Variance | 6449.591374 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 709 | 1253 | 3.0% |
| 694 | 1215 | 2.9% |
| 719 | 1200 | 2.8% |
| 724 | 1194 | 2.8% |
| 714 | 1172 | 2.8% |
| 704 | 1165 | 2.8% |
| 699 | 1145 | 2.7% |
| 684 | 1113 | 2.6% |
| 689 | 1076 | 2.5% |
| 734 | 1053 | 2.5% |
| Other values (62) | 30764 |
| Value | Count | Frequency (%) |
| 0 | 19 | < 0.1% |
| 499 | 754 | |
| 504 | 210 | 0.5% |
| 509 | 186 | 0.4% |
| 514 | 210 | 0.5% |
| 519 | 212 | 0.5% |
| 524 | 224 | 0.5% |
| 529 | 201 | 0.5% |
| 534 | 222 | 0.5% |
| 539 | 234 | 0.6% |
| Value | Count | Frequency (%) |
| 850 | 10 | < 0.1% |
| 844 | 32 | 0.1% |
| 839 | 46 | 0.1% |
| 834 | 142 | 0.3% |
| 829 | 190 | 0.4% |
| 824 | 269 | |
| 819 | 365 | |
| 814 | 407 | |
| 809 | 539 | |
| 804 | 618 |
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 677.4731995 |
|---|---|
| Minimum | 0 |
| Maximum | 845 |
| Zeros | 773 |
| Zeros (%) | 1.8% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 530 |
| Q1 | 640 |
| median | 695 |
| Q3 | 745 |
| 95-th percentile | 800 |
| Maximum | 845 |
| Range | 845 |
| Interquartile range (IQR) | 105 |
Descriptive statistics
| Standard deviation | 118.7585439 |
|---|---|
| Coefficient of variation (CV) | 0.1752962981 |
| Kurtosis | 16.73225549 |
| Mean | 677.4731995 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | -3.374302809 |
| Sum | 28690990 |
| Variance | 14103.59175 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 705 | 1253 | 3.0% |
| 690 | 1215 | 2.9% |
| 715 | 1200 | 2.8% |
| 720 | 1194 | 2.8% |
| 710 | 1172 | 2.8% |
| 700 | 1165 | 2.8% |
| 695 | 1145 | 2.7% |
| 680 | 1113 | 2.6% |
| 685 | 1076 | 2.5% |
| 730 | 1053 | 2.5% |
| Other values (61) | 30764 |
| Value | Count | Frequency (%) |
| 0 | 773 | |
| 500 | 210 | 0.5% |
| 505 | 186 | 0.4% |
| 510 | 210 | 0.5% |
| 515 | 212 | 0.5% |
| 520 | 224 | 0.5% |
| 525 | 201 | 0.5% |
| 530 | 222 | 0.5% |
| 535 | 234 | 0.6% |
| 540 | 256 | 0.6% |
| Value | Count | Frequency (%) |
| 845 | 10 | < 0.1% |
| 840 | 32 | 0.1% |
| 835 | 46 | 0.1% |
| 830 | 142 | 0.3% |
| 825 | 190 | 0.4% |
| 820 | 269 | |
| 815 | 365 | |
| 810 | 407 | |
| 805 | 539 | |
| 800 | 618 |
acc_now_delinq
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 0.0 | |
|---|---|
| 1.0 | 4 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 127050 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Value | Count | Frequency (%) |
| 0.0 | 42346 | |
| 1.0 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0 | 42346 | |
| 1.0 | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 84696 | |
| . | 42350 | |
| 1 | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 84700 | |
| Other Punctuation | 42350 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 84696 | |
| 1 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| . | 42350 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 127050 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 84696 | |
| . | 42350 | |
| 1 | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 127050 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 84696 | |
| . | 42350 | |
| 1 | 4 | < 0.1% |
delinq_amnt
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 0.0 | |
|---|---|
| 27.0 | 1 |
| 6053.0 | 1 |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.000094451 |
| Min length | 3 |
Characters and Unicode
| Total characters | 127054 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Value | Count | Frequency (%) |
| 0.0 | 42348 | |
| 27.0 | 1 | < 0.1% |
| 6053.0 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0 | 42348 | |
| 6053.0 | 1 | < 0.1% |
| 27.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 84699 | |
| . | 42350 | |
| 2 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 84704 | |
| Other Punctuation | 42350 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 84699 | |
| 2 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| . | 42350 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 127054 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 84699 | |
| . | 42350 | |
| 2 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 127054 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 84699 | |
| . | 42350 | |
| 2 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
pub_rec_bankruptcies
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 0.0 | |
|---|---|
| 1.0 | 1838 |
| 0.045227107116832636 | 1329 |
| 2.0 | 8 |
Length
| Max length | 20 |
|---|---|
| Median length | 3 |
| Mean length | 3.533482881 |
| Min length | 3 |
Characters and Unicode
| Total characters | 149643 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Value | Count | Frequency (%) |
| 0.0 | 39175 | |
| 1.0 | 1838 | 4.3% |
| 0.045227107116832636 | 1329 | 3.1% |
| 2.0 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0 | 39175 | |
| 1.0 | 1838 | 4.3% |
| 0.045227107116832636 | 1329 | 3.1% |
| 2.0 | 8 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 84183 | |
| . | 42350 | |
| 1 | 5825 | 3.9% |
| 2 | 3995 | 2.7% |
| 6 | 3987 | 2.7% |
| 7 | 2658 | 1.8% |
| 3 | 2658 | 1.8% |
| 4 | 1329 | 0.9% |
| 5 | 1329 | 0.9% |
| 8 | 1329 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 107293 | |
| Other Punctuation | 42350 | 28.3% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 84183 | |
| 1 | 5825 | 5.4% |
| 2 | 3995 | 3.7% |
| 6 | 3987 | 3.7% |
| 7 | 2658 | 2.5% |
| 3 | 2658 | 2.5% |
| 4 | 1329 | 1.2% |
| 5 | 1329 | 1.2% |
| 8 | 1329 | 1.2% |
| Value | Count | Frequency (%) |
| . | 42350 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 149643 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 84183 | |
| . | 42350 | |
| 1 | 5825 | 3.9% |
| 2 | 3995 | 2.7% |
| 6 | 3987 | 2.7% |
| 7 | 2658 | 1.8% |
| 3 | 2658 | 1.8% |
| 4 | 1329 | 0.9% |
| 5 | 1329 | 0.9% |
| 8 | 1329 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 149643 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 84183 | |
| . | 42350 | |
| 1 | 5825 | 3.9% |
| 2 | 3995 | 2.7% |
| 6 | 3987 | 2.7% |
| 7 | 2658 | 1.8% |
| 3 | 2658 | 1.8% |
| 4 | 1329 | 0.9% |
| 5 | 1329 | 0.9% |
| 8 | 1329 | 0.9% |
debt_settlement_flag
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.5 KiB |
| False | |
|---|---|
| True | 160 |
| Value | Count | Frequency (%) |
| False | 42190 | |
| True | 160 | 0.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 36 | |
|---|---|
| 60 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 84700 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 36 |
|---|---|
| 2nd row | 60 |
| 3rd row | 36 |
| 4th row | 36 |
| 5th row | 60 |
| Value | Count | Frequency (%) |
| 36 | 31374 | |
| 60 | 10976 | 25.9% |
| Value | Count | Frequency (%) |
| 36 | 31374 | |
| 60 | 10976 | 25.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 6 | 42350 | |
| 3 | 31374 | |
| 0 | 10976 | 13.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 84700 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 6 | 42350 | |
| 3 | 31374 | |
| 0 | 10976 | 13.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 84700 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 6 | 42350 | |
| 3 | 31374 | |
| 0 | 10976 | 13.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 84700 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 6 | 42350 | |
| 3 | 31374 | |
| 0 | 10976 | 13.0% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.667910272 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.437641687 |
|---|---|
| Coefficient of variation (CV) | 0.5388643324 |
| Kurtosis | -0.02850051454 |
| Mean | 2.667910272 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.7578007769 |
| Sum | 112986 |
| Variance | 2.066813622 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 12355 | |
| 1 | 10163 | |
| 3 | 8689 | |
| 4 | 5975 | |
| 5 | 3369 | 8.0% |
| 6 | 1292 | 3.1% |
| 7 | 507 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 10163 | |
| 2 | 12355 | |
| 3 | 8689 | |
| 4 | 5975 | |
| 5 | 3369 | 8.0% |
| 6 | 1292 | 3.1% |
| 7 | 507 | 1.2% |
| Value | Count | Frequency (%) |
| 7 | 507 | 1.2% |
| 6 | 1292 | 3.1% |
| 5 | 3369 | 8.0% |
| 4 | 5975 | |
| 3 | 8689 | |
| 2 | 12355 | |
| 1 | 10163 |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.061180638 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros | 5017 |
| Zeros (%) | 11.8% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.613099398 |
|---|---|
| Coefficient of variation (CV) | 0.7138846954 |
| Kurtosis | -1.413450655 |
| Mean | 5.061180638 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.16484189 |
| Sum | 214341 |
| Variance | 13.05448726 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 10456 | |
| 0 | 5017 | |
| 2 | 4728 | |
| 3 | 4351 | |
| 4 | 3631 | 8.6% |
| 1 | 3571 | 8.4% |
| 5 | 3441 | 8.1% |
| 6 | 2366 | 5.6% |
| 7 | 1870 | 4.4% |
| 8 | 1585 | 3.7% |
| Value | Count | Frequency (%) |
| 0 | 5017 | |
| 1 | 3571 | |
| 2 | 4728 | |
| 3 | 4351 | |
| 4 | 3631 | |
| 5 | 3441 | |
| 6 | 2366 | |
| 7 | 1870 | 4.4% |
| 8 | 1585 | 3.7% |
| 9 | 1334 | 3.1% |
| Value | Count | Frequency (%) |
| 10 | 10456 | |
| 9 | 1334 | 3.1% |
| 8 | 1585 | 3.7% |
| 7 | 1870 | 4.4% |
| 6 | 2366 | 5.6% |
| 5 | 3441 | 8.1% |
| 4 | 3631 | 8.6% |
| 3 | 4351 | |
| 2 | 4728 | |
| 1 | 3571 | 8.4% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| 1 | |
|---|---|
| 2 | |
| 3 | |
| 4 | 134 |
| 5 | 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 42350 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Value | Count | Frequency (%) |
| 1 | 20060 | |
| 2 | 18917 | |
| 3 | 3235 | 7.6% |
| 4 | 134 | 0.3% |
| 5 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 20060 | |
| 2 | 18917 | |
| 3 | 3235 | 7.6% |
| 4 | 134 | 0.3% |
| 5 | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 20060 | |
| 2 | 18917 | |
| 3 | 3235 | 7.6% |
| 4 | 134 | 0.3% |
| 5 | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 42350 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 20060 | |
| 2 | 18917 | |
| 3 | 3235 | 7.6% |
| 4 | 134 | 0.3% |
| 5 | 4 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 42350 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 20060 | |
| 2 | 18917 | |
| 3 | 3235 | 7.6% |
| 4 | 134 | 0.3% |
| 5 | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 42350 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 20060 | |
| 2 | 18917 | |
| 3 | 3235 | 7.6% |
| 4 | 134 | 0.3% |
| 5 | 4 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| 0 | |
|---|---|
| 1 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 42350 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 2 |
| Value | Count | Frequency (%) |
| 0 | 18640 | |
| 1 | 13434 | |
| 2 | 10276 |
| Value | Count | Frequency (%) |
| 0 | 18640 | |
| 1 | 13434 | |
| 2 | 10276 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 18640 | |
| 1 | 13434 | |
| 2 | 10276 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 42350 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 18640 | |
| 1 | 13434 | |
| 2 | 10276 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 42350 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 18640 | |
| 1 | 13434 | |
| 2 | 10276 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 42350 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 18640 | |
| 1 | 13434 | |
| 2 | 10276 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 42350 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Value | Count | Frequency (%) |
| 1 | 36024 | |
| 0 | 6326 | 14.9% |
| Value | Count | Frequency (%) |
| 1 | 36024 | |
| 0 | 6326 | 14.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 36024 | |
| 0 | 6326 | 14.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 42350 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 36024 | |
| 0 | 6326 | 14.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 42350 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 36024 | |
| 0 | 6326 | 14.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 42350 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 36024 | |
| 0 | 6326 | 14.9% |
| Distinct | 394 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1215869705 |
|---|---|
| Minimum | 0.0542 |
| Maximum | 0.2459 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 331.0 KiB |
Quantile statistics
| Minimum | 0.0542 |
|---|---|
| 5-th percentile | 0.0654 |
| Q1 | 0.0962 |
| median | 0.1199 |
| Q3 | 0.1472 |
| 95-th percentile | 0.1862 |
| Maximum | 0.2459 |
| Range | 0.1917 |
| Interquartile range (IQR) | 0.051 |
Descriptive statistics
| Standard deviation | 0.03707854681 |
|---|---|
| Coefficient of variation (CV) | 0.3049549361 |
| Kurtosis | -0.4740132898 |
| Mean | 0.1215869705 |
| Median Absolute Deviation (MAD) | 0.0266 |
| Skewness | 0.240278209 |
| Sum | 5149.2082 |
| Variance | 0.001374818634 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1099 | 970 | 2.3% |
| 0.1149 | 831 | 2.0% |
| 0.1349 | 830 | 2.0% |
| 0.0751 | 786 | 1.9% |
| 0.0788 | 742 | 1.8% |
| 0.0749 | 656 | 1.5% |
| 0.1171 | 609 | 1.4% |
| 0.0999 | 607 | 1.4% |
| 0.079 | 582 | 1.4% |
| 0.0542 | 573 | 1.4% |
| Other values (384) | 35164 |
| Value | Count | Frequency (%) |
| 0.0542 | 573 | |
| 0.0579 | 410 | |
| 0.0599 | 346 | |
| 0.06 | 19 | < 0.1% |
| 0.0603 | 447 | |
| 0.0617 | 252 | |
| 0.0639 | 58 | 0.1% |
| 0.0654 | 307 | |
| 0.0662 | 396 | |
| 0.0676 | 168 | 0.4% |
| Value | Count | Frequency (%) |
| 0.2459 | 1 | < 0.1% |
| 0.244 | 1 | < 0.1% |
| 0.2411 | 3 | < 0.1% |
| 0.2391 | 11 | |
| 0.2359 | 4 | < 0.1% |
| 0.2352 | 9 | |
| 0.2322 | 9 | |
| 0.2313 | 9 | |
| 0.2294 | 2 | < 0.1% |
| 0.2285 | 8 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Unnamed: 0 | loan_amnt | funded_amnt | funded_amnt_inv | term | int_rate | installment | grade | sub_grade | emp_title | emp_length | home_ownership | annual_inc | verification_status | issue_d | loan_status | desc | purpose | title | zip_code | addr_state | dti | delinq_2yrs | earliest_cr_line | fico_range_low | fico_range_high | inq_last_6mths | open_acc | pub_rec | revol_bal | revol_util | total_acc | total_pymnt | total_pymnt_inv | total_rec_prncp | total_rec_int | total_rec_late_fee | recoveries | collection_recovery_fee | last_pymnt_d | last_pymnt_amnt | last_credit_pull_d | last_fico_range_high | last_fico_range_low | acc_now_delinq | delinq_amnt | pub_rec_bankruptcies | debt_settlement_flag | term_new | grade_new | emp_length_new | home_ownership_new | verification_status_new | loan_status_new | int_rate_new | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 5000.0 | 5000.0 | 4975.0 | 36 months | 10.65% | 162.87 | B | B2 | US Army | 10+ years | RENT | 24000.0 | Verified | Dec-2011 | Fully Paid | Borrower added on 12/22/11 > I need to upgrade my business technologies.<br> | credit_card | Computer | 860xx | AZ | 27.65 | 0.0 | Jan-1985 | 735.0 | 739.0 | 1.0 | 3.0 | 0.0 | 13648.0 | 83.7% | 9.0 | 5863.155187 | 5833.84 | 5000.00 | 863.16 | 0.00 | 0.00 | 0.00 | Jan-2015 | 171.62 | Aug-2018 | 739.0 | 735.0 | 0.0 | 0.0 | 0.0 | N | 36 | 2 | 10 | 1 | 1 | 1 | 0.1065 |
| 1 | 1 | 2500.0 | 2500.0 | 2500.0 | 60 months | 15.27% | 59.83 | C | C4 | Ryder | < 1 year | RENT | 30000.0 | Source Verified | Dec-2011 | Charged Off | Borrower added on 12/22/11 > I plan to use this money to finance the motorcycle i am looking at. I plan to have it paid off as soon as possible/when i sell my old bike. I only need this money because the deal im looking at is to good to pass up.<br><br> Borrower added on 12/22/11 > I plan to use this money to finance the motorcycle i am looking at. I plan to have it paid off as soon as possible/when i sell my old bike.I only need this money because the deal im looking at is to good to pass up. I have finished college with an associates degree in business and its takingmeplaces<br> | car | bike | 309xx | GA | 1.00 | 0.0 | Apr-1999 | 740.0 | 744.0 | 5.0 | 3.0 | 0.0 | 1687.0 | 9.4% | 4.0 | 1014.530000 | 1014.53 | 456.46 | 435.17 | 0.00 | 122.90 | 1.11 | Apr-2013 | 119.66 | Oct-2016 | 499.0 | 0.0 | 0.0 | 0.0 | 0.0 | N | 60 | 3 | 0 | 1 | 2 | 0 | 0.1527 |
| 2 | 2 | 2400.0 | 2400.0 | 2400.0 | 36 months | 15.96% | 84.33 | C | C5 | US Army | 10+ years | RENT | 12252.0 | Not Verified | Dec-2011 | Fully Paid | small_business | real estate business | 606xx | IL | 8.72 | 0.0 | Nov-2001 | 735.0 | 739.0 | 2.0 | 2.0 | 0.0 | 2956.0 | 98.5% | 10.0 | 3005.666844 | 3005.67 | 2400.00 | 605.67 | 0.00 | 0.00 | 0.00 | Jun-2014 | 649.91 | Jun-2017 | 739.0 | 735.0 | 0.0 | 0.0 | 0.0 | N | 36 | 3 | 10 | 1 | 0 | 1 | 0.1596 | |
| 3 | 3 | 10000.0 | 10000.0 | 10000.0 | 36 months | 13.49% | 339.31 | C | C1 | AIR RESOURCES BOARD | 10+ years | RENT | 49200.0 | Source Verified | Dec-2011 | Fully Paid | Borrower added on 12/21/11 > to pay for property tax (borrow from friend, need to pay back) & central A/C need to be replace. I'm very sorry to let my loan expired last time.<br> | other | personel | 917xx | CA | 20.00 | 0.0 | Feb-1996 | 690.0 | 694.0 | 1.0 | 10.0 | 0.0 | 5598.0 | 21% | 37.0 | 12231.890000 | 12231.89 | 10000.00 | 2214.92 | 16.97 | 0.00 | 0.00 | Jan-2015 | 357.48 | Apr-2016 | 604.0 | 600.0 | 0.0 | 0.0 | 0.0 | N | 36 | 3 | 10 | 1 | 2 | 1 | 0.1349 |
| 4 | 4 | 3000.0 | 3000.0 | 3000.0 | 60 months | 12.69% | 67.79 | B | B5 | University Medical Group | 1 year | RENT | 80000.0 | Source Verified | Dec-2011 | Fully Paid | Borrower added on 12/21/11 > I plan on combining three large interest bills together and freeing up some extra each month to pay toward other bills. I've always been a good payor but have found myself needing to make adjustments to my budget due to a medical scare. My job is very stable, I love it.<br> | other | Personal | 972xx | OR | 17.94 | 0.0 | Jan-1996 | 695.0 | 699.0 | 0.0 | 15.0 | 0.0 | 27783.0 | 53.9% | 38.0 | 4066.908161 | 4066.91 | 3000.00 | 1066.91 | 0.00 | 0.00 | 0.00 | Jan-2017 | 67.30 | Apr-2018 | 684.0 | 680.0 | 0.0 | 0.0 | 0.0 | N | 60 | 2 | 1 | 1 | 2 | 1 | 0.1269 |
| 5 | 5 | 5000.0 | 5000.0 | 5000.0 | 36 months | 7.90% | 156.46 | A | A4 | Veolia Transportaton | 3 years | RENT | 36000.0 | Source Verified | Dec-2011 | Fully Paid | wedding | My wedding loan I promise to pay back | 852xx | AZ | 11.20 | 0.0 | Nov-2004 | 730.0 | 734.0 | 3.0 | 9.0 | 0.0 | 7963.0 | 28.3% | 12.0 | 5632.210000 | 5632.21 | 5000.00 | 632.21 | 0.00 | 0.00 | 0.00 | Jan-2015 | 161.03 | Feb-2017 | 564.0 | 560.0 | 0.0 | 0.0 | 0.0 | N | 36 | 1 | 3 | 1 | 2 | 1 | 0.0790 | |
| 6 | 6 | 7000.0 | 7000.0 | 7000.0 | 60 months | 15.96% | 170.08 | C | C5 | Southern Star Photography | 8 years | RENT | 47004.0 | Not Verified | Dec-2011 | Fully Paid | Borrower added on 12/18/11 > I am planning on using the funds to pay off two retail credit cards with 24.99% interest rates, as well as a major bank credit card with a 18.99% rate. I pay all my bills on time, looking for a lower combined payment and lower monthly payment.<br> | debt_consolidation | Loan | 280xx | NC | 23.51 | 0.0 | Jul-2005 | 690.0 | 694.0 | 1.0 | 7.0 | 0.0 | 17726.0 | 85.6% | 11.0 | 10137.840008 | 10137.84 | 7000.00 | 3137.84 | 0.00 | 0.00 | 0.00 | May-2016 | 1313.76 | Sep-2016 | 654.0 | 650.0 | 0.0 | 0.0 | 0.0 | N | 60 | 3 | 8 | 1 | 0 | 1 | 0.1596 |
| 7 | 7 | 3000.0 | 3000.0 | 3000.0 | 36 months | 18.64% | 109.43 | E | E1 | MKC Accounting | 9 years | RENT | 48000.0 | Source Verified | Dec-2011 | Fully Paid | Borrower added on 12/16/11 > Downpayment for a car.<br> | car | Car Downpayment | 900xx | CA | 5.35 | 0.0 | Jan-2007 | 660.0 | 664.0 | 2.0 | 4.0 | 0.0 | 8221.0 | 87.5% | 4.0 | 3939.135294 | 3939.14 | 3000.00 | 939.14 | 0.00 | 0.00 | 0.00 | Jan-2015 | 111.34 | Dec-2014 | 689.0 | 685.0 | 0.0 | 0.0 | 0.0 | N | 36 | 5 | 9 | 1 | 2 | 1 | 0.1864 |
| 8 | 8 | 5600.0 | 5600.0 | 5600.0 | 60 months | 21.28% | 152.39 | F | F2 | US Army | 4 years | OWN | 40000.0 | Source Verified | Dec-2011 | Charged Off | Borrower added on 12/21/11 > I own a small home-based judgment collection business. I have 5 years experience collecting debts. I am now going from a home office to a small office. I also plan to buy a small debt portfolio (eg. $10K for $1M of debt) <br>My score is not A+ because I own my home and have no mortgage.<br> | small_business | Expand Business & Buy Debt Portfolio | 958xx | CA | 5.55 | 0.0 | Apr-2004 | 675.0 | 679.0 | 2.0 | 11.0 | 0.0 | 5210.0 | 32.6% | 13.0 | 647.500000 | 647.50 | 162.02 | 294.94 | 0.00 | 190.54 | 2.09 | Apr-2012 | 152.39 | Oct-2016 | 499.0 | 0.0 | 0.0 | 0.0 | 0.0 | N | 60 | 6 | 4 | 3 | 2 | 0 | 0.2128 |
| 9 | 9 | 5375.0 | 5375.0 | 5350.0 | 60 months | 12.69% | 121.45 | B | B5 | Starbucks | < 1 year | RENT | 15000.0 | Verified | Dec-2011 | Charged Off | Borrower added on 12/16/11 > I'm trying to build up my credit history. I live with my brother and have no car payment or credit cards. I am in community college and work full time. Im going to use the money to make some repairs around the house and get some maintenance done on my car.<br><br> Borrower added on 12/20/11 > $1000 down only $4375 to go. Thanks to everyone that invested so far, looking forward to surprising my brother with the fixes around the house.<br> | other | Building my credit history. | 774xx | TX | 18.08 | 0.0 | Sep-2004 | 725.0 | 729.0 | 0.0 | 2.0 | 0.0 | 9279.0 | 36.5% | 3.0 | 1484.590000 | 1477.70 | 673.48 | 533.42 | 0.00 | 277.69 | 2.52 | Nov-2012 | 121.45 | Dec-2016 | 504.0 | 500.0 | 0.0 | 0.0 | 0.0 | N | 60 | 2 | 0 | 1 | 1 | 0 | 0.1269 |
Last rows
| Unnamed: 0 | loan_amnt | funded_amnt | funded_amnt_inv | term | int_rate | installment | grade | sub_grade | emp_title | emp_length | home_ownership | annual_inc | verification_status | issue_d | loan_status | desc | purpose | title | zip_code | addr_state | dti | delinq_2yrs | earliest_cr_line | fico_range_low | fico_range_high | inq_last_6mths | open_acc | pub_rec | revol_bal | revol_util | total_acc | total_pymnt | total_pymnt_inv | total_rec_prncp | total_rec_int | total_rec_late_fee | recoveries | collection_recovery_fee | last_pymnt_d | last_pymnt_amnt | last_credit_pull_d | last_fico_range_high | last_fico_range_low | acc_now_delinq | delinq_amnt | pub_rec_bankruptcies | debt_settlement_flag | term_new | grade_new | emp_length_new | home_ownership_new | verification_status_new | loan_status_new | int_rate_new | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 42340 | 42503 | 10500.0 | 4000.0 | 1150.0 | 36 months | 16.91% | 142.43 | G | G2 | VUTEC, CORP | 4 years | RENT | 68000.0 | Not Verified | Jul-2007 | Does not meet the credit policy. Status:Fully Paid | i need refi and consolidate my debts | credit_card | refi | 333xx | FL | 19.62 | 1.0 | Dec-2001 | 655.0 | 659.0 | 3.0 | 7.0 | 0.0 | 1943.0 | 25.6% | 11.0 | 5127.540196 | 1474.20 | 4000.00 | 1127.54 | 0.00 | 0.00 | 0.00 | Jul-2010 | 143.43 | Jul-2010 | 499.0 | 0.0 | 0.0 | 0.0 | 0.045227 | N | 36 | 7 | 4 | 1 | 0 | 1 | 0.1691 |
| 42341 | 42504 | 10000.0 | 10000.0 | 1450.0 | 36 months | 10.59% | 325.46 | C | C2 | US Army | 2 years | MORTGAGE | 55000.0 | Not Verified | Jul-2007 | Does not meet the credit policy. Status:Fully Paid | After playing the balance transfer game for a few years, I would like to obtain a structured loan with a decent interest rate to pay down credit card debt. | credit_card | Tired Of Balance Transfer Game | 820xx | WY | 17.96 | 0.0 | Oct-1998 | 725.0 | 729.0 | 5.0 | 11.0 | 0.0 | 6559.0 | 24.8% | 45.0 | 10717.456668 | 1554.03 | 10000.00 | 717.46 | 0.00 | 0.00 | 0.00 | Apr-2008 | 8114.58 | Apr-2016 | 809.0 | 805.0 | 0.0 | 0.0 | 0.045227 | N | 36 | 3 | 2 | 2 | 0 | 1 | 0.1059 |
| 42342 | 42505 | 20000.0 | 20000.0 | 700.0 | 36 months | 15.01% | 693.45 | F | F1 | hf palm corp | 2 years | OWN | 80000.0 | Not Verified | Jul-2007 | Does not meet the credit policy. Status:Charged Off | refinancing | credit_card | lending | 333xx | FL | 3.11 | 1.0 | Sep-1997 | 670.0 | 674.0 | 6.0 | 5.0 | 0.0 | 7883.0 | 59.3% | 6.0 | 8294.140000 | 289.82 | 5191.34 | 2435.47 | 0.00 | 667.33 | 6.68 | Jun-2008 | 693.44 | Jan-2009 | 504.0 | 500.0 | 0.0 | 0.0 | 0.045227 | N | 36 | 6 | 2 | 3 | 0 | 0 | 0.1501 |
| 42343 | 42506 | 6725.0 | 6725.0 | 825.0 | 36 months | 13.12% | 226.98 | D | D5 | MCHCP | 10+ years | MORTGAGE | 60000.0 | Not Verified | Jul-2007 | Does not meet the credit policy. Status:Charged Off | I am wanting to consolidate debt so that I only have one payment to make. I work full time, plus own a small side business. I can make the payments for everything currently, but would like to have one payment and make it simpler. | debt_consolidation | Debt Consolidation | 651xx | MO | 13.16 | 0.0 | May-1991 | 670.0 | 674.0 | 9.0 | 10.0 | 1.0 | 5513.0 | 88.9% | 32.0 | 4211.030000 | 515.67 | 3039.64 | 1171.30 | 0.00 | 0.09 | 0.00 | Apr-2009 | 42.11 | Aug-2018 | 564.0 | 560.0 | 0.0 | 0.0 | 0.045227 | N | 36 | 4 | 10 | 2 | 0 | 0 | 0.1312 |
| 42344 | 42507 | 2000.0 | 2000.0 | 1025.0 | 36 months | 12.80% | 67.20 | D | D4 | Signs by Tomorrow | < 1 year | OWN | 10000.0 | Not Verified | Jul-2007 | Does not meet the credit policy. Status:Fully Paid | Reorganizing my finances, consolidating credit card debt in order to lower my total expenses and eventually get rid of a couple of my credit cards | credit_card | Financial reorganization | 280xx | NC | 3.48 | 1.0 | Apr-2004 | 645.0 | 649.0 | 0.0 | 2.0 | 0.0 | 571.0 | 61.9% | 4.0 | 2419.121043 | 1239.80 | 2000.00 | 419.12 | 0.00 | 0.00 | 0.00 | Jul-2010 | 68.31 | Aug-2018 | 719.0 | 715.0 | 0.0 | 0.0 | 0.045227 | N | 36 | 4 | 0 | 3 | 0 | 1 | 0.1280 |
| 42345 | 42508 | 6000.0 | 6000.0 | 1200.0 | 36 months | 13.12% | 202.51 | D | D5 | SUNY- ESF | 2 years | RENT | 12000.0 | Not Verified | Jul-2007 | Does not meet the credit policy. Status:Fully Paid | credit_card | Credit Card | 132xx | NY | 4.40 | 0.0 | Dec-2004 | 655.0 | 659.0 | 9.0 | 15.0 | 0.0 | 5251.0 | 49.3% | 16.0 | 7290.237811 | 1458.05 | 6000.00 | 1290.24 | 0.00 | 0.00 | 0.00 | Jul-2010 | 204.65 | Sep-2012 | 664.0 | 660.0 | 0.0 | 0.0 | 0.045227 | N | 36 | 4 | 2 | 1 | 0 | 1 | 0.1312 | |
| 42346 | 42511 | 10000.0 | 10000.0 | 350.0 | 36 months | 14.70% | 345.18 | E | E5 | GA-PCOM | 1 year | RENT | 50000.0 | Not Verified | Jul-2007 | Does not meet the credit policy. Status:Fully Paid | educational | paying for medical school help | 300xx | GA | 7.22 | 2.0 | Sep-1999 | 650.0 | 654.0 | 0.0 | 14.0 | 0.0 | 10025.0 | 85% | 20.0 | 12622.317947 | 441.78 | 10000.00 | 2570.54 | 51.78 | 0.00 | 0.00 | Aug-2010 | 1605.65 | Aug-2010 | 499.0 | 0.0 | 0.0 | 0.0 | 0.045227 | N | 36 | 5 | 1 | 1 | 0 | 1 | 0.1470 | |
| 42347 | 42512 | 2000.0 | 2000.0 | 1275.0 | 36 months | 7.12% | 61.87 | A | A1 | Tzigane Inc | 7 years | MORTGAGE | 150000.0 | Not Verified | Jul-2007 | Does not meet the credit policy. Status:Fully Paid | debt_consolidation | Miscellanious | 068xx | CT | 5.60 | 0.0 | Mar-1984 | 800.0 | 804.0 | 0.0 | 7.0 | 0.0 | 150786.0 | 2.2% | 16.0 | 2227.023184 | 1419.73 | 2000.00 | 227.02 | 0.00 | 0.00 | 0.00 | Jul-2010 | 63.59 | Jun-2010 | 809.0 | 805.0 | 0.0 | 0.0 | 0.045227 | N | 36 | 1 | 7 | 2 | 0 | 1 | 0.0712 | |
| 42348 | 42513 | 6000.0 | 6000.0 | 650.0 | 36 months | 10.59% | 195.28 | C | C2 | Yale University | < 1 year | RENT | 20000.0 | Not Verified | Jun-2007 | Does not meet the credit policy. Status:Fully Paid | Hi, I am a graduate student working full-time to repay credit card loans incurred for living expenses. A $5000 loan would allow me to consolidate my debt into one fixed monthly rate. | debt_consolidation | Debt consolidation | 065xx | CT | 12.90 | 0.0 | Jan-1996 | 695.0 | 699.0 | 4.0 | 5.0 | 0.0 | 13660.0 | 66% | 6.0 | 7029.871272 | 761.57 | 6000.00 | 1029.87 | 0.00 | 0.00 | 0.00 | Jun-2010 | 197.36 | Oct-2014 | 769.0 | 765.0 | 0.0 | 0.0 | 0.045227 | N | 36 | 3 | 0 | 1 | 0 | 1 | 0.1059 |
| 42349 | 42514 | 4400.0 | 4400.0 | 1400.0 | 36 months | 9.64% | 141.25 | B | B4 | Brick Township board of education | 2 years | MORTGAGE | 30000.0 | Not Verified | Jun-2007 | Does not meet the credit policy. Status:Fully Paid | debt_consolidation | VISA | 087xx | NJ | 3.72 | 0.0 | Jul-2004 | 695.0 | 699.0 | 0.0 | 4.0 | 0.0 | 3493.0 | 63.5% | 5.0 | 5084.724868 | 1617.87 | 4400.00 | 684.72 | 0.00 | 0.00 | 0.00 | Jun-2010 | 143.28 | May-2018 | 549.0 | 545.0 | 0.0 | 0.0 | 0.045227 | N | 36 | 2 | 2 | 2 | 0 | 1 | 0.0964 |